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Division of Investment Management

Analytics Ofce

Registered Fund Statistics

Form N-PORT Data, period ending September 2023

April 18, 2024

This is a report of the Staf of the Division of Investment Management’s Analytics Ofce of the U.S.

Securities and Exchange Commission. The Commission has expressed no view regarding the analysis,

fndings, or conclusions contained herein.

Information presented in this report refects staf’s compilation and analysis of data reported to

the Commission on Form N-PORT, certain other flings (e.g., Form N-CEN), and supplemental

third-party data. The presented information does not refect any flings or amended flings

submitted after April 18, 2024.

April 18, 2024

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Introduction

This report provides statistics and trends for SEC-registered investment companies that fle

reports of portfolio holdings on Form N-PORT each month, refecting data collected through Form

N-CEN and Form N-PORT flings received through April 18, 2024 for reporting periods from March

2019 through September 2023. The table below provides information on investment companies which

are required to fle on Form N-PORT and are captured in this report.

Fund Type

Mutual Funds registered on Form N-1A (excluding money market funds)

Exchange-Traded Funds (ETFs) registered on

Form N-1A, or as a unit investment trust on

Form N-8B-2

Closed-End Funds registered on Form N-2 as a

management investment company (including interval funds and non-traded funds registered on

Form N-2)

Seperate accounts ofering variable annuity contracts on Form N-3

Business Development Companies (BDCs)

Money Market Funds regulated under rule 2a-7

Small business investment companies registered

on Form N-5

Unit Investment Trusts registered on Form N-4

or N-6

Unit Investment Trusts registered on Forms S-6

and N-8B-2 (excluding ETFs)

Required to File Form N-PORT?

Yes

No

X

X

X

X

X

X

X

X

X

Please see the Division of Investment Management’s “Money Market Fund Statistics” report on

SEC.gov for information and statistics relating to money market funds reporting on Form N-MFP.

The Commission began receiving Form N-PORT flings from Large Entities — funds that

together with other investment companies in the same group of related investment companies have

net assets of $1 billion or more — for the March 2019 reporting period. A full data set, including

information from non-Large Entities, was not collected until the March 2020 reporting period.

Please see the Appendix to this report for defnitions of capitalized terms and other technical

descriptions including explanation of consensus categories, prevalent asset classes, and techniques

used to minimize the efects of outliers.

Filers may fle amendments to current or historical Form N-PORT flings at any time. This

report utilizes the most recently reported data for each fund for a given report period, based on

Form N-PORT flings received through April 18, 2024.

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April 18, 2024

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Funds must fle reports on Form N-PORT with the Commission for each month in the fscal

quarter not later than 60 days after the end of that fscal quarter. A complete picture of registered

fund exposures for a given calendar quarter is therefore not available to Commission Staf until

approximately four months following the end of that period. As noted on Form N-PORT, the

Commission does not intend to make public information reported on Form N-PORT for the frst and

second month of each fund’s fscal quarter and certain other information that is identifable to any

particular fund or adviser. Accordingly, statistics involving non-public Form N-PORT data provided

in this report are anonymized, and are aggregated, rounded, and/or masked. Masked data in this

report is denoted by “***”.

Commission Staf works with the reported information and with flers to identify and

correct fling errors and employs certain methodologies and assumptions in aggregating

the data. Commission Staf updates reported statistics from time to time to refect

corrected and amended flings and any adjustments to methodologies and assumptions,

which may result in changes to previously reported statistics. A downloadable

Excel fle published alongside this report provides the most recently updated

historical data and includes methodological notes and assumptions, including a

description of signifcant changes.

If you have any questions or comments about Registered Fund Statistics

(September 2023), please contact: Tim Dulaney, PhD, Juan Carlos Forero Penaranda,

or Trevor Tatum with subject line “Registered Fund Statistics (September 2023)”.

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April 18, 2024

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Contents

1 Number of Funds

4

2 Total Fund Assets

5

3 Flows and Returns

9

4 Fund Portfolio Investments by Category

12

5 Fund Portfolio Investments by Currency

24

6 Fund Portfolio Investments by Country

25

7 Fund Derivative Investments

27

8 Liquidity Classifcations

31

9 Fair Value Levels

35

10 Interest Rate Risk

41

11 Securities Lending

43

12 Borrowing

47

13 Appendices

48

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Number of Funds1

Table 1.1: Number of Funds, by Fund Type and Prevalent Asset Class

This table includes fund of funds. “Fund of fund” is defned in the appendix.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Prevalent Asset Class

US Equity

Multi-Asset

Taxable Bond

Global Equity

Municipal Bond

Subtotal

US Equity

Global Equity

Taxable Bond

Multi-Asset

Municipal Bond

Subtotal

Taxable Bond

Multi-Asset

Municipal Bond

US Equity

Global Equity

Subtotal

Total

Oct

2022

3,005

2,260

1,819

1,407

558

9,049

1,220

675

551

337

67

2,850

197

189

120

89

54

649

12,548

Nov

2022

3,004

2,257

1,826

1,406

556

9,049

1,230

683

558

342

66

2,879

197

191

119

90

54

651

12,579

Dec

2022

3,005

2,240

1,835

1,406

556

9,042

1,240

688

565

342

66

2,901

197

190

119

90

54

650

12,593

Jan

2023

3,015

2,220

1,843

1,405

551

9,034

1,244

685

573

353

66

2,921

199

191

119

89

54

652

12,607

Feb

2023

3,011

2,214

1,838

1,403

555

9,021

1,255

684

569

352

68

2,928

200

190

119

89

54

652

12,601

Mar

2023

3,011

2,209

1,834

1,401

555

9,010

1,264

686

576

356

70

2,952

201

189

118

92

52

652

12,614

Apr

2023

3,003

2,198

1,827

1,402

557

8,987

1,266

683

582

353

70

2,954

202

187

117

89

52

647

12,588

May

2023

2,990

2,217

1,831

1,402

555

8,995

1,269

686

591

352

72

2,970

204

184

117

92

52

649

12,614

Jun

2023

2,989

2,180

1,827

1,405

554

8,955

1,278

688

602

346

72

2,986

209

184

117

93

51

654

12,595

Jul

2023

2,990

2,188

1,811

1,404

553

8,946

1,280

687

612

351

75

3,005

206

182

116

93

51

648

12,599

Aug

2023

2,985

2,170

1,807

1,405

550

8,917

1,303

689

618

347

76

3,033

202

182

118

92

51

645

12,595

Sep

2023

2,995

2,159

1,802

1,406

546

8,908

1,323

694

642

351

78

3,088

201

192

118

88

52

651

12,647

Table 1.2: Number of Index and Non-Index Funds, by Prevalent Asset

Class

This table includes fund of funds. “Fund of fund” is defned in the appendix. Index fund

indication drawn from Form N-CEN, Item C.3.

Fund Type

Non-Index

Index

Total

Prevalent Asset Class

US Equity

Multi-Asset

Taxable Bond

Global Equity

Municipal Bond

Subtotal

US Equity

Global Equity

Taxable Bond

Multi-Asset

Municipal Bond

Subtotal

Total

Oct

2022

3,209

2,534

2,087

1,481

704

10,015

1,105

655

480

252

***

2,533

12,548

Nov

2022

3,218

2,537

2,102

1,483

701

10,041

1,106

660

479

253

40

2,538

12,579

Dec

2022

3,227

2,524

2,116

1,489

702

10,058

1,108

659

481

248

***

2,535

12,593

Jan

2023

3,239

2,509

2,128

1,489

697

10,062

1,109

655

487

255

***

2,545

12,607

Feb

2023

3,243

2,503

2,125

1,488

702

10,061

1,112

653

482

253

40

2,540

12,601

Mar

2023

3,255

2,497

2,130

1,487

701

10,070

1,112

652

481

257

42

2,544

12,614

Apr

2023

3,249

2,488

2,133

1,489

702

10,061

1,109

648

478

250

42

2,527

12,588

May

2023

3,244

2,505

2,146

1,492

701

10,088

1,107

648

480

248

43

2,526

12,614

Jun

2023

3,250

2,465

2,156

1,498

700

10,069

1,110

646

482

245

43

2,526

12,595

Jul

2023

3,251

2,476

2,147

1,500

701

10,075

1,112

642

482

245

43

2,524

12,599

Aug

2023

3,263

2,459

2,145

1,500

701

10,068

1,117

645

482

240

43

2,527

12,595

Sep

2023

3,278

2,470

2,154

1,506

699

10,107

1,128

646

491

232

43

2,540

12,647

1

“Mutual Funds” exclude ETFs. “Closed-End Funds” include interval funds and non-traded funds registered on Form

N-2. Please see Appendix 13.5 for defnitions of other capitalized terms used in this report.

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Total Fund Assets2

Table 2.1: Aggregate Total Assets ($Billions), by Fund Type and

Prevalent Asset Class

This table excludes fund of funds and removes any observations with non-positive total assets (Form

N-PORT, Item B.1.a). Because funds can invest a limited amount in other funds without being

considered a fund of fund, there is some limited amount of double-counting of assets.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Multi-Asset

Municipal Bond

Subtotal

US Equity

Taxable Bond

Global Equity

Municipal Bond

Multi-Asset

Subtotal

Taxable Bond

Multi-Asset

US Equity

Municipal Bond

Global Equity

Subtotal

Total

Oct

2022

8,857

4,007

2,676

1,516

757

17,813

4,016

1,214

980

94

68

6,372

141

89

80

86

25

421

24,606

Nov

2022

9,271

4,112

2,958

1,602

777

18,720

4,247

1,251

1,118

103

71

6,790

143

90

86

87

27

433

25,942

Dec

2022

8,699

4,004

2,819

1,514

758

17,794

4,009

1,251

1,092

106

67

6,524

142

87

81

87

26

423

24,740

Jan

2023

9,275

4,112

3,030

1,584

787

18,789

4,273

1,307

1,204

109

72

6,965

144

90

87

89

27

438

26,192

Feb

2023

9,025

4,035

2,923

1,527

769

18,280

4,161

1,289

1,160

105

79

6,794

143

87

84

87

26

427

25,501

Mar

2023

9,179

4,165

3,010

1,567

778

18,700

4,218

1,343

1,191

107

71

6,931

144

87

86

87

27

431

26,061

Apr

2023

9,244

4,113

3,040

1,567

780

18,744

4,256

1,370

1,208

108

66

7,008

144

87

85

87

26

429

26,180

May

2023

9,199

4,090

2,954

1,536

771

18,549

4,257

1,368

1,173

108

70

6,976

143

86

85

86

26

426

25,951

Jun

2023

9,760

4,072

3,088

1,568

776

19,263

4,572

1,370

1,220

109

77

7,348

145

88

88

86

27

435

27,046

Jul

2023

10,056

4,087

3,181

1,602

779

19,705

4,776

1,380

1,278

111

83

7,627

146

89

91

86

27

440

27,771

Aug

2023

9,808

4,082

3,067

1,556

768

19,280

4,674

1,370

1,222

111

83

7,460

147

91

86

85

26

436

27,177

Sep

2023

9,319

4,027

2,947

1,497

743

18,533

4,475

1,356

1,182

109

71

7,192

149

91

82

82

25

429

26,155

Table 2.2: Aggregate Index Fund and Non-Index Fund Total Assets

($Billions), by Prevalent Asset Class

This table excludes fund of funds and removes any observations with non-positive total assets (Form

N-PORT, Item B.1.a). Index fund indication drawn from Form N-CEN, Item C.3. Because funds can invest

a limited amount in other funds without being considered a fund of fund, there is some limited

amount of double-counting of assets.

Fund Type

Non-Index

Index

Total

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Multi-Asset

Municipal Bond

Subtotal

US Equity

Taxable Bond

Global Equity

Multi-Asset

Municipal Bond

Subtotal

Total

Oct

2022

5,619

3,437

2,141

1,564

850

13,611

7,334

1,925

1,541

109

***

10,995

24,606

Nov

2022

5,880

3,508

2,353

1,649

872

14,261

7,724

1,997

1,750

115

95

11,681

25,942

Dec

2022

5,509

3,403

2,238

1,560

853

13,563

7,281

1,994

1,698

107

***

11,178

24,740

Jan

2023

5,862

3,489

2,407

1,630

885

14,271

7,774

2,075

1,855

117

***

11,921

26,192

Feb

2023

5,702

3,427

2,326

1,567

864

13,886

7,567

2,041

1,784

126

97

11,616

25,501

Mar

2023

5,776

3,532

2,393

1,606

873

14,179

7,708

2,121

1,835

119

99

11,882

26,061

Apr

2023

5,807

3,470

2,416

1,606

875

14,173

7,779

2,156

1,860

114

99

12,007

26,180

May

2023

5,774

3,457

2,343

1,575

865

14,014

7,767

2,144

1,811

116

99

11,936

25,951

Jun

2023

6,114

3,438

2,449

1,607

871

14,479

8,307

2,149

1,885

126

100

12,567

27,046

Jul

2023

6,297

3,448

2,519

1,643

875

14,783

8,625

2,164

1,966

131

102

12,988

27,771

Aug

2023

6,135

3,446

2,429

1,598

864

14,471

8,433

2,154

1,886

131

101

12,706

27,177

Sep

2023

5,829

3,420

2,329

1,543

835

13,956

8,046

2,112

1,826

116

99

12,199

26,155

2

As of September 2023, there are 13 N-3 funds reporting an aggregate $221.22 billion in net assets (roughly 1.03%

of aggregate mutual fund net assets). Additionally, there are 84 Interval funds registered on Form N-2 reporting an

aggregate $71.70 billion in net assets (roughly 20.57% of aggregate closed-end fund net assets).

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Table 2.3: Aggregate Net Assets ($Billions), by Fund Type and

Prevalent Asset Class

This table excludes fund of funds and removes any observations with non-positive net assets (Form

N-PORT, Item B.1.c). Because funds can invest a limited amount in other funds without being

considered a fund of fund, there is some limited amount of double-counting of assets.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Multi-Asset

Municipal Bond

Subtotal

US Equity

Taxable Bond

Global Equity

Municipal Bond

Multi-Asset

Subtotal

Taxable Bond

Multi-Asset

US Equity

Municipal Bond

Global Equity

Subtotal

Total

Oct

2022

8,742

3,615

2,632

1,415

733

17,137

3,939

1,141

952

93

57

6,181

95

76

69

52

21

313

23,632

Nov

2022

9,171

3,693

2,910

1,495

754

18,023

4,179

1,183

1,090

102

63

6,617

97

77

73

56

23

326

24,966

Dec

2022

8,610

3,634

2,779

1,433

737

17,193

3,935

1,182

1,066

105

57

6,346

96

75

69

55

22

317

23,856

Jan

2023

9,173

3,753

2,991

1,499

765

18,181

4,200

1,237

1,175

108

62

6,782

99

78

73

58

24

332

25,295

Feb

2023

8,925

3,705

2,881

1,449

750

17,711

4,086

1,218

1,132

104

59

6,599

99

76

71

56

22

324

24,633

Mar

2023

9,078

3,750

2,955

1,464

759

18,007

4,148

1,263

1,160

107

63

6,741

98

75

72

56

23

325

25,073

Apr

2023

9,141

3,766

2,989

1,474

758

18,129

4,189

1,282

1,180

107

62

6,819

99

76

73

56

23

327

25,275

May

2023

9,097

3,736

2,910

1,439

751

17,934

4,190

1,280

1,144

107

64

6,785

99

75

72

56

22

323

25,042

Jun

2023

9,653

3,745

3,046

1,480

756

18,680

4,500

1,290

1,192

108

71

7,162

101

76

75

56

23

331

26,173

Jul

2023

9,954

3,772

3,144

1,504

758

19,132

4,702

1,302

1,248

110

76

7,439

103

77

77

56

24

337

26,907

Aug

2023

9,716

3,759

3,027

1,463

748

18,714

4,606

1,297

1,193

110

77

7,282

103

78

73

55

23

332

26,328

Sep

2023

9,226

3,677

2,903

1,406

723

17,934

4,400

1,280

1,152

108

66

7,006

103

78

69

52

22

324

25,265

Table 2.4: Aggregate Index Fund and Non-Index Fund Net Assets

($Billions)

This table excludes fund of funds and removes any observations with non-positive net assets (Form

N-PORT, Item B.1.c). Index fund indication drawn from Form N-CEN, Item C.3. Because funds can invest

a limited amount in other funds without being considered a fund of fund, there is some limited

amount of double-counting of assets.

Fund Type

Non-Index

Index

Total

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Multi-Asset

Municipal Bond

Subtotal

US Equity

Taxable Bond

Global Equity

Multi-Asset

Municipal Bond

Subtotal

Total

Oct

2022

5,523

2,999

2,100

1,450

792

12,863

7,227

1,852

1,506

98

***

10,769

23,632

Nov

2022

5,791

3,050

2,310

1,528

818

13,497

7,632

1,923

1,714

107

94

11,469

24,966

Dec

2022

5,429

2,997

2,202

1,467

801

12,895

7,186

1,915

1,665

98

***

10,961

23,856

Jan

2023

5,771

3,093

2,372

1,532

831

13,598

7,675

1,997

1,818

107

***

11,697

25,295

6

Feb

2023

5,614

3,058

2,288

1,478

814

13,252

7,468

1,964

1,747

106

96

11,381

24,633

Mar

2023

5,686

3,077

2,347

1,491

824

13,426

7,612

2,034

1,792

112

98

11,647

25,073

Apr

2023

5,715

3,085

2,370

1,503

823

13,496

7,688

2,062

1,822

109

99

11,778

25,275

May

2023

5,685

3,059

2,303

1,467

815

13,329

7,675

2,056

1,773

111

98

11,713

25,042

Jun

2023

6,020

3,067

2,412

1,508

821

13,828

8,207

2,069

1,849

120

100

12,345

26,173

Jul

2023

6,204

3,090

2,486

1,533

824

14,137

8,529

2,087

1,930

125

101

12,770

26,907

Aug

2023

6,051

3,081

2,394

1,493

813

13,832

8,344

2,078

1,849

125

100

12,496

26,328

Sep

2023

5,745

3,021

2,290

1,439

785

13,280

7,950

2,038

1,786

111

98

11,984

25,265

April 18, 2024

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Table 2.5: Aggregate Net Assets ($Billions), by Fund Type and Bucketed

by Net Assets

This table excludes fund of funds and removes any observations with non-positive net assets (Form

N-PORT, Item B.1.c). See the appendix for a review of interval notation used here.

Fund Size

$10 billion or more

[$500 million,$10 billion)

[$50 million,$500 million)

($0,$50 million)

Total

Fund Type

Mutual Fund

ETF

Closed-End Fund

Subtotal

Mutual Fund

ETF

Closed-End Fund

Subtotal

Mutual Fund

ETF

Closed-End Fund

Subtotal

Mutual Fund

ETF

Closed-End Fund

Subtotal

Total

Oct

2022

10,472

***

***

14,974

6,016

1,500

219

7,735

620

174

81

875

29

18

1

47

23,632

Nov

2022

11,204

***

***

16,069

6,178

1,573

232

7,984

613

173

80

866

28

18

1

47

24,966

Dec

2022

10,589

4,609

23

15,222

5,959

1,542

213

7,714

617

176

80

873

29

18

1

48

23,856

Jan

2023

11,315

***

***

16,349

6,229

1,575

229

8,033

610

179

78

866

28

18

1

47

25,295

Feb

2023

10,979

***

***

15,814

6,087

1,587

218

7,891

617

182

81

880

28

18

1

48

24,633

Mar

2023

11,243

4,952

25

16,220

6,127

1,590

221

7,938

608

181

78

868

28

18

1

48

25,073

Apr

2023

11,364

***

***

16,423

6,132

1,584

222

7,938

606

183

79

868

27

18

1

46

25,275

May

2023

11,248

***

***

16,286

6,047

1,570

217

7,834

611

184

80

876

28

18

1

48

25,042

Jun

2023

11,876

5,329

26

17,231

6,174

1,625

225

8,025

603

188

79

870

27

19

1

47

26,173

Jul

2023

12,249

***

***

17,837

6,259

1,669

232

8,159

598

190

77

866

26

18

1

45

26,907

Aug

2023

11,969

***

***

17,410

6,112

1,658

225

7,995

606

192

79

878

26

18

1

46

26,328

Sep

2023

11,370

5,188

28

16,586

5,928

1,609

215

7,751

610

190

80

880

27

19

1

47

25,265

Table 2.6: Number of Funds, by Fund Type and Bucketed by Net Assets

This table excludes fund of funds and removes any observations with non-positive net assets (Form

N-PORT, Item B.1.c). See the appendix for a review of interval notation used here.

Fund Size

$10 billion or more

[$500 million,$10 billion)

[$50 million,$500 million)

($0,$50 million)

Total

Fund Type

Mutual Fund

ETF

Closed-End Fund

Subtotal

Mutual Fund

ETF

Closed-End Fund

Subtotal

Mutual Fund

ETF

Closed-End Fund

Subtotal

Mutual Fund

ETF

Closed-End Fund

Subtotal

Total

Oct

2022

279

***

***

398

2,765

620

169

3,554

2,877

917

359

4,153

1,441

1,053

48

2,542

10,647

Nov

2022

294

***

***

419

2,826

644

179

3,649

2,838

918

349

4,105

1,404

1,049

50

2,503

10,676

Dec

2022

283

121

2

406

2,768

634

172

3,574

2,861

929

353

4,143

1,454

1,074

53

2,581

10,704

Jan

2023

294

***

***

427

2,844

649

185

3,678

2,820

938

346

4,104

1,408

1,060

49

2,517

10,726

7

Feb

2023

289

***

***

417

2,796

649

175

3,620

2,840

947

356

4,143

1,428

1,068

49

2,545

10,725

Mar

2023

291

128

2

421

2,806

657

179

3,642

2,822

949

350

4,121

1,424

1,079

51

2,554

10,738

Apr

2023

292

***

***

424

2,806

659

178

3,643

2,822

957

351

4,130

1,394

1,064

45

2,503

10,700

May

2023

289

***

***

420

2,769

653

173

3,595

2,824

972

357

4,153

1,429

1,070

46

2,545

10,713

Jun

2023

301

132

2

435

2,817

667

180

3,664

2,793

987

353

4,133

1,363

1,054

48

2,465

10,697

Jul

2023

307

***

***

445

2,846

684

183

3,713

2,779

1,007

346

4,132

1,330

1,031

45

2,406

10,696

Aug

2023

304

***

***

439

2,796

680

177

3,653

2,808

1,020

352

4,180

1,334

1,053

43

2,430

10,702

Sep

2023

294

132

2

428

2,740

676

170

3,586

2,826

1,012

358

4,196

1,369

1,116

49

2,534

10,744

April 18, 2024

Analytics Ofce

Table 2.7: Distribution of Net Assets, by Fund Type ($Billions)

This exhibit includes fund of funds and removes any observations with non-positive net assets (Form

N-PORT, Item B.1.c).

Fund Type

Mutual Fund

ETF

Closed-End Fund

Percentile

10th

25th

50th

75th

90th

10th

25th

50th

75th

90th

10th

25th

50th

75th

90th

Oct

2022

0.017

0.073

0.321

1.161

3.859

0.005

0.021

0.103

0.564

3.083

0.045

0.111

0.254

0.545

1.204

Nov

2022

0.017

0.078

0.340

1.222

4.034

0.005

0.021

0.106

0.591

3.287

0.047

0.115

0.263

0.569

1.253

Dec

2022

0.017

0.074

0.326

1.156

3.848

0.005

0.021

0.102

0.566

3.159

0.047

0.113

0.256

0.564

1.212

Jan

2023

0.018

0.080

0.344

1.232

4.097

0.005

0.022

0.109

0.598

3.301

0.049

0.117

0.267

0.579

1.273

Feb

2023

0.017

0.078

0.336

1.203

3.960

0.005

0.022

0.110

0.586

3.224

0.049

0.116

0.257

0.571

1.276

Mar

2023

0.017

0.078

0.338

1.207

4.040

0.005

0.022

0.111

0.584

3.278

0.047

0.115

0.259

0.570

1.293

Apr

2023

0.018

0.079

0.341

1.221

4.064

0.005

0.022

0.114

0.593

3.308

0.051

0.119

0.256

0.575

1.301

May

2023

0.016

0.076

0.331

1.192

4.045

0.005

0.022

0.111

0.575

3.231

0.050

0.114

0.254

0.566

1.290

Jun

2023

0.017

0.080

0.344

1.242

4.202

0.006

0.024

0.114

0.596

3.370

0.043

0.113

0.256

0.575

1.330

Jul

2023

0.018

0.082

0.349

1.273

4.307

0.006

0.025

0.119

0.618

3.511

0.044

0.114

0.263

0.586

1.363

Aug

2023

0.018

0.081

0.342

1.244

4.188

0.006

0.024

0.112

0.602

3.345

0.051

0.117

0.259

0.577

1.367

Sep

2023

0.017

0.077

0.330

1.195

4.047

0.005

0.022

0.107

0.565

3.147

0.047

0.108

0.246

0.565

1.310

Table 2.8: Percent of Aggregate Net Assets Reported, by Fund Type and

Cumulative Percentile

This exhibit includes fund of funds and removes any observations with non-positive net assets (Form

N-PORT, Item B.1.c).

Fund Type

All Funds

Mutual Fund

ETF

Closed-End Fund

Percentile

Top 2%

Top 5%

Top 10%

Top 25%

Top 2%

Top 5%

Top 10%

Top 25%

Top 2%

Top 5%

Top 10%

Top 25%

Top 2%

Top 5%

Top 10%

Top 25%

Oct

2022

52.92

68.01

79.60

92.13

49.33

64.56

76.75

90.62

***

75.82

87.21

96.38

20.49

33.27

47.43

70.62

Nov

2022

53.12

68.18

79.71

92.17

49.52

64.75

76.84

90.63

***

75.74

87.21

96.44

20.93

32.98

47.49

70.43

Dec

2022

53.08

68.21

79.73

92.16

49.55

64.81

76.88

90.63

***

75.78

87.22

96.41

***

33.05

47.39

70.38

Jan

2023

53.15

68.25

79.76

92.18

49.61

64.86

76.88

90.64

***

75.66

87.22

96.42

21.03

32.80

47.27

70.52

Feb

2023

53.14

68.24

79.75

92.16

49.55

64.88

76.93

90.64

***

75.40

87.00

96.33

21.14

32.88

47.35

70.57

8

Mar

2023

53.49

68.55

80.00

92.29

49.89

65.22

77.17

90.76

***

75.76

87.27

96.39

***

33.23

47.71

70.77

Apr

2023

53.56

68.68

80.07

92.31

50.05

65.31

77.24

90.80

***

75.85

87.30

96.37

20.67

33.40

47.57

70.70

May

2023

53.84

68.92

80.27

92.41

50.26

65.55

77.45

90.91

***

76.12

87.46

96.42

20.67

33.43

47.66

70.91

Jun

2023

53.97

69.07

80.38

92.44

50.33

65.65

77.50

90.90

***

76.33

87.56

96.43

***

33.35

48.09

71.15

Jul

2023

54.09

69.18

80.46

92.48

50.48

65.75

77.60

90.94

***

76.26

87.52

96.41

20.63

33.43

47.80

71.33

Aug

2023

54.13

69.25

80.50

92.49

50.46

65.83

77.64

90.95

***

76.34

87.59

96.42

20.65

33.47

47.88

71.26

Sep

2023

54.15

69.30

80.53

92.52

50.44

65.79

77.62

90.94

***

76.55

87.71

96.47

***

33.81

48.42

71.60

April 18, 2024

Analytics Ofce

3

Flows and Returns

3.1

Fund Flows

Table 3.1: Aggregate Infows, Outfows, and Net Flows of Index and NonIndex Funds ($Billions)

This table excludes fows from fund of funds (Form N-PORT, Item B.6), index fund indication drawn

from Form N-CEN, Item C.3. Since both ETFs and Mutual Funds can be index funds, both contribute to

the rows in this table.

Fund Type

All

Index

Non-Index

Flow Type

Infow

Net

Outfow

Infow

Net

Outfow

Infow

Net

Outfow

Oct

2022

660

-19

-679

375

83

-293

285

-102

-386

Nov

2022

688

-18

-706

381

73

-307

307

-91

-398

Dec

2022

716

-119

-834

384

34

-350

332

-152

-484

Jan

2023

628

17

-610

321

42

-279

307

-25

-332

Feb

2023

559

-1

-560

271

0

-271

288

-1

-288

Mar

2023

705

-28

-733

428

32

-396

276

-60

-336

Apr

2023

502

-8

-510

268

32

-236

234

-40

-274

May

2023

566

-24

-590

306

26

-280

260

-50

-309

Jun

2023

699

25

-674

426

60

-366

273

-35

-308

Jul

2023

619

26

-593

373

55

-319

246

-29

-275

Aug

2023

571

-33

-605

307

9

-299

264

-42

-306

Sep

2023

580

-20

-600

346

31

-315

234

-51

-285

Table 3.2: Aggregate Infows, Outfows, and Net Flows of Index and NonIndex Funds (Percent of Net Assets)

This table excludes fows from fund of funds (Form N-PORT, Item B.6), index fund indication drawn

from Form N-CEN, Item C.3. Since both ETFs and Mutual Funds can be index funds, both contribute to

the rows in this table. Percentages are calculated using lagged net assets (Form N-PORT, Item

B.1.c.).

Fund Type

All

Index

Non-Index

Flow Type

Infow

Net

Outfow

Infow

Net

Outfow

Infow

Net

Outfow

Oct

2022

2.97

-0.09

-3.06

3.72

0.82

-2.90

2.35

-0.84

-3.19

Nov

2022

2.95

-0.08

-3.03

3.54

0.68

-2.86

2.45

-0.73

-3.17

Dec

2022

2.91

-0.48

-3.39

3.35

0.29

-3.05

2.52

-1.16

-3.68

Jan

2023

2.67

0.07

-2.59

2.93

0.38

-2.54

2.44

-0.20

-2.64

Feb

2023

2.24

-0.00

-2.24

2.32

-0.00

-2.32

2.17

-0.00

-2.18

9

Mar

2023

2.90

-0.11

-3.01

3.76

0.28

-3.48

2.14

-0.46

-2.60

Apr

2023

2.03

-0.03

-2.06

2.30

0.28

-2.02

1.79

-0.31

-2.09

May

2023

2.27

-0.10

-2.36

2.60

0.22

-2.38

1.97

-0.38

-2.35

Jun

2023

2.83

0.10

-2.73

3.64

0.51

-3.12

2.10

-0.27

-2.37

Jul

2023

2.40

0.10

-2.30

3.02

0.44

-2.58

1.82

-0.22

-2.04

Aug

2023

2.15

-0.13

-2.28

2.41

0.07

-2.34

1.91

-0.30

-2.22

Sep

2023

2.23

-0.08

-2.31

2.77

0.25

-2.52

1.73

-0.38

-2.11

April 18, 2024

Analytics Ofce

Table 3.3: Aggregate Net Flows, by Prevalent Asset Class and Fund Type

($Billions)

This table excludes fows from fund of funds (Form N-PORT, Item B.6). Closed-End Funds generally do

not report fows and are therefore excluded.

Fund Type

ETF

Mutual Fund

Total

Prevalent Asset Class

US Equity

Taxable Bond

Municipal Bond

Multi-Asset

Global Equity

Subtotal

Municipal Bond

Global Equity

Taxable Bond

Multi-Asset

US Equity

Subtotal

Total

Oct

2022

53

25

6

1

10

94

-18

-17

-41

-9

-28

-113

-19

Nov

2022

27

19

6

-1

15

66

-10

-24

-23

-5

-21

-84

-18

Dec

2022

12

14

4

2

11

43

-16

-45

-40

-15

-46

-162

-119

Jan

2023

1

28

0

-3

21

46

8

-15

16

-2

-35

-29

17

Feb

2023

-7

3

-1

0

8

3

2

-3

22

-2

-22

-4

-1

Mar

2023

3

26

0

1

0

31

-3

-5

-20

-8

-24

-59

-28

Apr

2023

11

16

1

0

3

31

-1

-11

-2

-7

-17

-39

-8

May

2023

16

14

1

-1

5

34

-2

-6

1

-9

-41

-58

-24

Jun

2023

43

16

1

1

11

72

0

-6

8

-6

-44

-47

25

Jul

2023

38

14

1

-1

7

59

1

-7

16

-7

-36

-33

26

Aug

2023

3

7

1

2

1

15

-2

-4

4

-10

-37

-48

-33

Sep

2023

27

10

1

1

1

39

-6

-6

-8

-9

-31

-59

-20

Table 3.4: Aggregate Net Flows, by Prevalent Asset Class and Fund Type

(Percent)

This table excludes fows from fund of funds (Form N-PORT, Item B.6). Closed-End Funds generally do

not report fows and are therefore excluded. Percentages are calculated using lagged net assets

(Form N-PORT, Item B.1.c.).

Fund Type

ETF

Mutual Fund

Total

Prevalent Asset Class

Municipal Bond

Multi-Asset

Taxable Bond

US Equity

Global Equity

Subtotal

Global Equity

Taxable Bond

US Equity

Multi-Asset

Municipal Bond

Subtotal

Total

Oct

2022

6.93

1.89

2.20

1.48

1.04

1.64

-0.66

-1.12

-0.35

-0.68

-2.32

-0.69

-0.09

Nov

2022

6.12

-2.07

1.67

0.69

1.57

1.07

-0.92

-0.64

-0.24

-0.36

-1.36

-0.49

-0.08

Dec

2022

3.77

2.74

1.19

0.30

1.03

0.66

-1.54

-1.08

-0.50

-1.02

-2.17

-0.90

-0.48

Jan

2023

-0.09

-5.67

2.35

0.02

1.98

0.73

-0.55

0.45

-0.41

-0.16

1.03

-0.17

0.07

10

Feb

2023

-0.75

0.43

0.20

-0.18

0.70

0.04

-0.10

0.57

-0.24

-0.16

0.24

-0.02

-0.00

Mar

2023

0.46

1.82

2.16

0.08

-0.00

0.47

-0.16

-0.54

-0.27

-0.56

-0.34

-0.33

-0.11

Apr

2023

0.62

-0.45

1.29

0.26

0.30

0.46

-0.37

-0.06

-0.19

-0.49

-0.11

-0.22

-0.03

May

2023

0.50

-2.05

1.07

0.38

0.46

0.50

-0.22

0.02

-0.45

-0.64

-0.20

-0.32

-0.10

Jun

2023

1.11

1.69

1.23

1.02

1.00

1.06

-0.19

0.22

-0.48

-0.41

0.02

-0.26

0.10

Jul

2023

1.16

-1.13

1.06

0.84

0.57

0.82

-0.22

0.43

-0.38

-0.48

0.12

-0.18

0.10

Aug

2023

0.93

3.15

0.52

0.07

0.11

0.20

-0.13

0.11

-0.37

-0.64

-0.24

-0.25

-0.13

Sep

2023

1.03

0.85

0.76

0.58

0.05

0.53

-0.19

-0.20

-0.32

-0.61

-0.74

-0.31

-0.08

April 18, 2024

3.2

Analytics Ofce

Total Returns

Table 3.5: Median Total Return of Index and Non-Index Funds, by

Prevalent Asset Class (Percent)

This table relies on Form N-PORT Item B.5 and excludes fund of funds. Index fund indication is drawn

from Form N-CEN, Item C.3.

Fund Type

All

Index

Non-Index

Prevalent Asset Class

Taxable Bond

Municipal Bond

Multi-Asset

Global Equity

US Equity

Taxable Bond

Municipal Bond

Global Equity

US Equity

Multi-Asset

Taxable Bond

Municipal Bond

Multi-Asset

Global Equity

US Equity

Oct

2022

-0.18

-0.91

3.36

4.48

8.26

-0.47

***

3.87

8.84

4.66

-0.11

-0.93

3.24

4.60

8.12

Nov

2022

2.44

4.66

4.54

11.60

5.32

2.04

***

11.56

5.56

5.45

2.54

4.67

4.48

11.63

5.20

Dec

2022

-0.28

-0.02

-2.74

-2.40

-5.40

-0.30

***

-1.91

-5.80

-6.02

-0.28

-0.02

-2.62

-2.61

-5.23

Jan

2023

3.02

2.86

4.67

8.32

7.23

2.50

***

8.21

7.35

9.27

3.11

2.89

4.45

8.36

7.20

Feb

2023

-1.61

-2.28

-2.46

-3.48

-2.33

-1.57

***

-3.57

-2.44

-3.15

-1.62

-2.28

-2.38

-3.47

-2.26

Mar

2023

1.23

1.81

1.39

2.44

0.29

1.90

***

2.33

0.53

1.82

1.13

1.80

1.38

2.49

0.24

Apr

2023

0.58

-0.07

0.80

1.26

0.52

0.57

-0.21

1.54

0.45

0.30

0.58

-0.06

0.83

1.17

0.55

May

2023

-0.86

-0.76

-1.00

-3.32

-1.47

-0.95

***

-3.83

-1.76

-1.44

-0.84

-0.76

-0.96

-3.15

-1.40

Jun

2023

0.32

0.79

3.38

4.45

6.68

-0.19

***

4.47

6.79

6.40

0.39

0.79

3.23

4.44

6.61

Jul

2023

0.56

0.23

2.05

3.43

3.36

0.31

0.21

4.07

3.58

4.23

0.62

0.23

1.94

3.19

3.23

Aug

2023

-0.24

-1.16

-1.61

-3.92

-2.27

-0.02

-1.01

-4.05

-2.55

-3.33

-0.30

-1.17

-1.51

-3.80

-2.20

Sep

2023

-1.42

-2.78

-3.36

-3.85

-4.81

-1.30

-2.57

-3.45

-4.97

-5.18

-1.44

-2.79

-3.22

-4.03

-4.74

Table 3.6: Weighted-Average Total Return of Index and Non-Index Funds,

by Prevalent Asset Class (Percent)

This table relies on Form N-PORT Item B.5 and excludes fund of funds, index fund indication drawn

from Form N-CEN, Item C.3. Total returns are weighted by lagged fund net assets from Form N-PORT,

Item B.1.c.

Fund Type

All

Index

Non-Index

Prevalent Asset Class

Taxable Bond

Municipal Bond

Multi-Asset

Global Equity

US Equity

Taxable Bond

Municipal Bond

Global Equity

US Equity

Multi-Asset

Taxable Bond

Municipal Bond

Multi-Asset

Global Equity

US Equity

Oct

2022

-0.47

-0.99

4.30

3.90

8.08

-0.84

***

3.24

8.45

6.24

-0.25

-1.03

4.19

4.38

7.60

Nov

2022

2.78

4.51

5.35

12.09

5.40

2.86

***

13.16

5.42

8.54

2.72

4.55

5.13

11.32

5.38

Dec

2022

-0.49

-0.11

-2.92

-2.64

-5.50

-0.65

***

-2.08

-5.73

-9.21

-0.39

-0.12

-2.48

-3.06

-5.20

Jan

2023

2.79

2.87

4.76

8.32

6.84

2.65

***

8.38

6.85

12.09

2.87

2.90

4.27

8.26

6.83

11

Feb

2023

-1.85

-2.24

-2.79

-3.86

-2.46

-2.04

***

-4.26

-2.44

-3.51

-1.73

-2.26

-2.74

-3.55

-2.48

Mar

2023

1.69

1.73

1.89

2.68

1.91

2.23

***

2.71

2.10

5.59

1.35

1.69

1.62

2.66

1.66

Apr

2023

0.52

-0.04

1.11

1.36

0.83

0.50

-0.20

1.55

0.87

-0.64

0.53

-0.02

1.24

1.22

0.78

May

2023

-0.91

-0.72

-1.11

-3.00

-0.08

-0.98

***

-3.44

-0.11

4.53

-0.87

-0.72

-1.52

-2.66

-0.04

Jun

2023

0.07

0.77

3.56

4.62

6.62

-0.26

***

4.45

6.81

8.85

0.30

0.77

3.17

4.75

6.36

Jul

2023

0.33

0.21

2.29

3.59

3.51

-0.01

0.19

3.98

3.58

5.62

0.56

0.22

2.02

3.29

3.41

Aug

2023

-0.40

-1.15

-1.80

-4.08

-2.06

-0.46

-0.95

-4.42

-2.07

-4.70

-0.37

-1.18

-1.56

-3.82

-2.03

Sep

2023

-1.80

-2.70

-3.48

-3.79

-4.72

-2.05

-2.44

-3.33

-4.81

-7.75

-1.63

-2.74

-3.12

-4.14

-4.60

April 18, 2024

Analytics Ofce

4

Fund Portfolio Investments by Category

4.1

All Funds

Table 4.1: Aggregate Gross Value of Fund Investments by Investment

Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Common Equity

Registered Fund

Corporate Debt

US Treasury Debt

Mortgage-Backed Security

Municipal Debt

STIV

Non US Sovereign Debt

Loan

Collateralized Obligation

Other Asset-Backed Security

Repurchase Agreement

Rate Derivative

Preferred Equity

Cash

Private Fund

Equity Derivative

Other Debt

FX Derivative

Structured Note

Other Types

Commodity Derivative

Commodity

Credit Derivative

Asset-Backed CP

Other Derivative

Total

Oct

2022

17,536

2,210

2,102

1,657

1,192

952

856

334

212

159

153

117

131

110

95

79

75

57

28

20

16

6

***

5

***

3

28,116

Nov

2022

18,728

2,345

2,181

1,692

1,240

987

838

356

207

160

153

114

97

111

88

75

76

57

40

22

16

7

***

5

***

3

29,606

Dec

2022

17,736

2,249

2,138

1,684

1,229

974

772

346

198

159

150

116

101

105

89

74

67

57

30

20

16

7

***

4

***

2

28,334

Jan

2023

18,981

2,386

2,230

1,741

1,243

1,005

806

362

198

157

152

109

90

113

89

76

72

58

26

22

16

8

***

5

***

2

29,956

Feb

2023

18,407

2,310

2,169

1,740

1,199

982

803

349

194

157

154

123

94

108

88

77

63

55

31

22

16

6

***

4

***

2

29,161

12

Mar

2023

18,748

2,360

2,183

1,805

1,293

993

798

362

186

156

155

126

92

104

87

77

71

60

24

20

16

6

***

4

***

2

29,739

Apr

2023

18,911

2,389

2,198

1,797

1,272

995

832

367

186

156

156

122

87

103

88

78

68

65

24

20

16

7

***

4

***

2

29,951

May

2023

18,729

2,355

2,182

1,770

1,303

986

797

358

179

157

157

109

84

101

87

76

70

62

36

20

16

8

***

4

***

1

29,656

Jun

2023

19,862

2,441

2,195

1,777

1,301

994

775

368

182

159

158

120

90

103

84

78

77

58

25

21

16

6

***

5

***

1

30,904

Jul

2023

20,567

2,491

2,209

1,788

1,309

999

786

372

185

161

159

114

92

104

79

79

86

58

21

21

17

7

***

5

***

1

31,721

Aug

2023

20,002

2,440

2,192

1,791

1,316

985

770

365

185

162

163

106

85

100

74

79

74

56

25

21

17

6

***

4

***

1

31,031

Sep

2023

19,063

2,341

2,141

1,765

1,302

952

777

353

190

166

165

103

97

96

86

79

68

56

25

22

17

10

***

3

***

1

29,886

April 18, 2024

Analytics Ofce

Table 4.2: Number of Funds Reporting Gross Value of Each Investment

Category, With an Aggregate Gross Value Exceeding Five

Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of Funds, and not the sum of the preceding rows.

Investment Type

Common Equity

Registered Fund

Corporate Debt

US Treasury Debt

Mortgage-Backed Security

Municipal Debt

STIV

Non US Sovereign Debt

Loan

Collateralized Obligation

Other Asset-Backed Security

Repurchase Agreement

Rate Derivative

Preferred Equity

Cash

Private Fund

Equity Derivative

Other Debt

FX Derivative

Structured Note

Other Types

Commodity Derivative

Commodity

Credit Derivative

Asset-Backed CP

Other Derivative

Total

Oct

2022

7,095

2,381

2,261

1,697

1,186

823

2,338

472

382

481

490

556

336

264

758

446

621

161

96

25

24

36

***

10

***

13

12,548

Nov

2022

7,111

2,379

2,253

1,689

1,208

826

2,183

477

370

481

479

519

256

244

722

423

612

159

132

26

21

37

***

***

***

16

12,579

Dec

2022

7,115

2,344

2,255

1,742

1,197

823

2,169

473

374

486

478

520

270

245

702

435

569

167

95

26

***

41

12

***

***

***

12,593

Jan

2023

7,130

2,358

2,263

1,767

1,196

811

2,128

467

371

474

473

508

227

244

709

433

594

159

83

***

22

46

***

***

***

14

12,607

Feb

2023

7,125

2,328

2,257

1,762

1,197

812

2,186

474

374

478

479

532

231

245

665

445

561

166

88

24

18

44

***

***

***

15

12,601

13

Mar

2023

7,119

2,354

2,241

1,776

1,205

813

2,161

472

372

473

482

529

225

234

645

437

594

188

65

24

***

41

10

***

***

***

12,614

Apr

2023

7,096

2,353

2,232

1,780

1,194

806

2,126

459

373

467

487

508

211

231

617

445

576

200

80

23

17

47

***

***

***

12

12,588

May

2023

7,094

2,328

2,243

1,762

1,211

807

2,060

455

373

477

488

490

192

230

644

415

570

174

88

23

19

62

***

***

***

13

12,614

Jun

2023

7,100

2,314

2,246

1,761

1,209

801

2,020

452

378

478

486

491

192

225

591

416

558

173

72

24

***

47

10

***

***

***

12,595

Jul

2023

7,102

2,312

2,241

1,775

1,214

801

1,945

457

376

484

495

462

190

219

589

422

619

170

76

25

27

55

***

***

***

15

12,599

Aug

2023

7,107

2,294

2,242

1,801

1,220

799

1,891

452

381

493

499

473

177

232

557

422

580

160

79

25

22

39

***

10

***

13

12,595

Sep

2023

7,119

2,317

2,236

1,839

1,221

797

2,036

441

379

504

513

479

218

213

596

426

594

169

62

***

***

48

10

***

***

***

12,647

April 18, 2024

4.2

Analytics Ofce

Mutual Funds3

Table 4.3: Aggregate Gross Value of Mutual Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Common Equity

Registered Fund

Corporate Debt

US Treasury Debt

Mortgage-Backed Security

Municipal Debt

STIV

Non US Sovereign Debt

Other Types

Other Asset-Backed Security

Collateralized Obligation

Loan

Repurchase Agreement

Cash

Preferred Equity

Private Fund

Total

Oct

2022

12,579

2,165

1,632

1,147

1,063

776

695

259

272

146

145

153

93

73

63

25

21,285

Nov

2022

13,391

2,297

1,687

1,171

1,107

798

681

277

253

147

145

149

90

67

63

23

22,346

Dec

2022

12,666

2,202

1,648

1,163

1,095

783

611

269

237

144

144

144

96

67

59

23

21,350

Jan

2023

13,530

2,338

1,712

1,206

1,101

808

636

279

230

145

142

143

86

72

62

23

22,513

Feb

2023

13,119

2,264

1,672

1,207

1,059

791

638

270

227

146

141

138

101

71

60

23

21,928

Mar

2023

13,368

2,313

1,687

1,236

1,146

800

628

281

227

147

140

131

103

65

58

22

22,354

Apr

2023

13,476

2,342

1,691

1,224

1,126

801

656

284

225

148

139

130

99

67

56

24

22,487

May

2023

13,331

2,308

1,679

1,197

1,155

793

624

277

231

148

140

125

88

66

55

23

22,240

Jun

2023

14,100

2,391

1,686

1,194

1,150

799

613

283

222

149

142

126

99

65

56

24

23,099

Jul

2023

14,545

2,439

1,694

1,206

1,157

801

619

286

226

149

143

128

93

62

56

24

23,626

Aug

2023

14,138

2,388

1,683

1,206

1,164

791

603

281

212

152

143

128

84

57

54

23

23,107

Sep

2023

13,454

2,292

1,646

1,174

1,151

762

612

272

222

154

145

130

81

66

51

23

22,235

Table 4.4: Number of Mutual Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of Mutual Funds, and not the sum of the preceding rows.

Investment Type

Common Equity

Registered Fund

Corporate Debt

US Treasury Debt

Mortgage-Backed Security

Municipal Debt

STIV

Non US Sovereign Debt

Other Types

Other Asset-Backed Security

Collateralized Obligation

Loan

Repurchase Agreement

Cash

Preferred Equity

Private Fund

Total

Oct

2022

5,098

2,059

1,716

1,376

1,019

625

1,770

380

677

416

374

236

380

476

134

148

9,049

Nov

2022

5,089

2,053

1,714

1,355

1,036

628

1,641

386

646

405

372

226

354

460

128

140

9,049

Dec

2022

5,081

2,021

1,714

1,404

1,028

624

1,607

383

623

403

378

228

361

440

122

146

9,042

Jan

2023

5,091

2,027

1,715

1,422

1,022

613

1,595

376

583

397

366

224

336

443

122

137

9,034

Feb

2023

5,074

2,003

1,714

1,420

1,025

614

1,620

382

575

401

369

227

358

414

122

138

9,021

Mar

2023

5,078

2,025

1,709

1,439

1,033

614

1,573

382

616

403

362

224

363

388

114

128

9,010

Apr

2023

5,053

2,031

1,701

1,439

1,021

609

1,569

369

614

406

356

224

351

382

112

141

8,987

May

2023

5,048

2,007

1,706

1,411

1,035

608

1,493

365

576

406

364

224

339

388

109

130

8,995

Jun

2023

5,043

1,997

1,701

1,411

1,034

604

1,461

362

558

407

365

226

336

353

105

124

8,955

Jul

2023

5,041

1,993

1,697

1,414

1,034

600

1,403

363

595

411

365

223

316

338

102

137

8,946

Aug

2023

5,028

1,976

1,697

1,429

1,036

599

1,381

363

529

411

369

229

327

324

111

140

8,917

Sep

2023

5,019

1,992

1,685

1,441

1,034

595

1,464

355

582

424

377

226

334

342

102

135

8,908

3

“Mutual Funds” exclude ETFs. Please see Appendix 13.5 for a more detailed defnition and defnitions of other

capitalized terms used in this report.

14

April 18, 2024

4.3

Analytics Ofce

ETFs

Table 4.5: Aggregate Gross Value of ETF Investments by Investment

Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Common Equity

US Treasury Debt

Corporate Debt

STIV

Mortgage-Backed Security

Municipal Debt

Non US Sovereign Debt

Other Types

Registered Fund

Preferred Equity

Cash

Loan

Collateralized Obligation

Other Asset-Backed Security

Repurchase Agreement

Total

Oct

2022

4,831

505

411

151

110

93

71

71

37

37

16

13

7

4

8

6,365

Nov

2022

5,204

515

434

147

115

101

75

68

40

38

16

13

7

4

8

6,786

Dec

2022

4,946

516

431

152

117

104

73

65

38

35

17

12

7

4

5

6,523

Jan

2023

5,318

530

456

161

123

107

79

67

39

39

13

13

7

4

8

6,966

Feb

2023

5,160

528

437

156

121

104

75

65

38

38

13

12

8

5

8

6,766

Mar

2023

5,251

565

438

162

126

106

77

67

38

36

17

11

8

5

8

6,918

Apr

2023

5,306

569

449

167

127

107

79

67

39

36

17

11

8

5

9

6,995

May

2023

5,272

569

445

164

129

107

77

68

39

36

17

10

8

6

7

6,953

Jun

2023

5,631

578

451

152

132

109

80

75

41

37

15

11

9

6

7

7,332

Jul

2023

5,887

577

457

158

133

111

82

82

43

38

13

11

9

7

7

7,615

Aug

2023

5,733

581

451

157

133

110

80

76

43

36

12

11

10

7

7

7,448

Sep

2023

5,483

585

437

156

131

108

77

77

41

35

16

12

11

8

6

7,182

Table 4.6: Number of ETFs Reporting Gross Value of Each Investment

Category, With an Aggregate Gross Value Exceeding Five

Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of ETFs, and not the sum of the preceding rows.

Investment Type

Common Equity

US Treasury Debt

Corporate Debt

STIV

Mortgage-Backed Security

Municipal Debt

Non US Sovereign Debt

Other Types

Registered Fund

Preferred Equity

Cash

Loan

Collateralized Obligation

Other Asset-Backed Security

Repurchase Agreement

Total

Oct

2022

1,814

281

326

445

95

73

55

600

274

53

215

24

41

41

113

2,850

Nov

2022

1,838

292

323

417

98

72

57

575

277

49

201

25

40

42

***

2,879

Dec

2022

1,851

295

326

447

98

72

56

566

276

52

208

25

39

44

***

2,901

Jan

2023

1,857

302

333

424

101

71

58

585

283

53

204

24

37

45

110

2,921

Feb

2023

1,871

300

329

435

102

72

59

593

280

54

191

24

37

45

112

2,928

15

Mar

2023

1,868

296

322

462

101

74

58

586

281

53

203

24

39

45

***

2,952

Apr

2023

1,872

305

322

435

103

74

58

581

276

52

185

24

40

46

102

2,954

May

2023

1,873

312

325

444

105

76

57

586

274

52

200

24

42

46

***

2,970

Jun

2023

1,886

317

330

437

105

75

56

580

273

56

194

24

41

44

***

2,986

Jul

2023

1,887

332

332

415

109

79

60

611

272

54

185

23

48

48

***

3,005

Aug

2023

1,899

338

335

404

113

78

57

607

273

55

179

22

51

53

***

3,033

Sep

2023

1,918

360

342

444

115

80

54

619

280

51

201

22

53

55

***

3,088

April 18, 2024

4.4

Analytics Ofce

Closed-End Funds4

Table 4.7: Aggregate Gross Value of Closed-End Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Common Equity

Municipal Debt

Other Types

Corporate Debt

Loan

Mortgage-Backed Security

Repurchase Agreement

STIV

Preferred Equity

Collateralized Obligation

Registered Fund

US Treasury Debt

Cash

Non US Sovereign Debt

Other Asset-Backed Security

Total

Oct

2022

126

84

62

59

46

18

16

10

11

8

8

6

5

4

3

466

Nov

2022

133

88

62

60

44

18

16

9

11

8

9

6

5

4

3

475

Dec

2022

124

87

63

59

42

18

16

9

10

8

8

6

5

4

3

461

Jan

2023

133

90

64

61

42

19

15

9

11

8

9

5

4

4

2

477

Feb

2023

128

87

64

60

43

19

14

9

11

8

8

5

4

4

3

466

Mar

2023

129

87

65

58

43

20

15

9

10

8

8

5

4

4

3

467

Apr

2023

129

87

64

58

45

20

14

9

11

8

8

5

4

4

3

469

May

2023

126

86

65

58

43

19

14

9

10

8

8

5

4

4

3

463

Jun

2023

131

87

66

58

45

19

14

10

10

9

8

5

4

4

3

473

Jul

2023

135

86

66

59

46

19

14

10

10

9

8

5

4

4

3

480

Aug

2023

131

85

67

58

46

20

15

10

10

9

9

5

4

4

3

476

Sep

2023

125

81

68

58

48

20

16

10

10

9

8

5

4

4

3

469

Table 4.8: Number of Closed-End Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of Closed-End Funds, and not the sum of the preceding rows.

Investment Type

Common Equity

Municipal Debt

Other Types

Corporate Debt

Loan

Mortgage-Backed Security

Repurchase Agreement

STIV

Preferred Equity

Collateralized Obligation

Registered Fund

US Treasury Debt

Cash

Non US Sovereign Debt

Other Asset-Backed Security

Total

Oct

2022

237

126

168

228

122

74

63

123

77

66

48

49

67

39

33

649

Nov

2022

238

127

162

225

119

76

64

125

67

69

49

51

61

36

32

651

Dec

2022

236

128

165

224

121

73

67

116

71

69

47

52

54

36

***

650

Jan

2023

236

128

162

224

123

75

62

111

69

71

48

52

62

35

31

652

Feb

2023

233

127

161

223

123

72

62

131

69

72

45

51

60

35

33

652

Mar

2023

227

126

166

219

124

73

55

127

67

72

48

50

54

34

34

652

Apr

2023

224

124

166

218

125

72

55

123

67

71

46

45

51

34

35

647

May

2023

227

124

165

221

125

73

52

124

69

71

47

48

57

35

36

649

Jun

2023

225

123

167

224

128

72

59

125

64

72

44

42

44

36

35

654

Jul

2023

228

123

164

221

130

73

56

128

63

71

47

38

66

36

36

648

Aug

2023

233

123

165

219

130

73

56

107

66

73

45

43

54

34

35

645

Sep

2023

235

123

172

218

131

74

55

128

60

74

***

47

53

34

34

651

4

“Closed-End Funds” include interval funds and non-traded funds registered on Form N-2. Please see Appendix 13.5

for defnitions of other capitalized terms used in this report.

16

April 18, 2024

4.5

Analytics Ofce

Non-Index Funds

Table 4.9: Aggregate Gross Value of Non-Index Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Index fund indication drawn from Form N-CEN, Item C.3.

Investment Type

Common Equity

Registered Fund

Corporate Debt

Mortgage-Backed Security

Municipal Debt

US Treasury Debt

STIV

Other Types

Loan

Collateralized Obligation

Other Asset-Backed Security

Non US Sovereign Debt

Repurchase Agreement

Cash

Preferred Equity

Total

Oct

2022

8,841

2,120

1,534

965

862

752

669

365

209

157

151

146

105

78

71

17,026

Nov

2022

9,423

2,248

1,578

1,003

888

765

658

341

203

158

152

158

101

71

71

17,818

Dec

2022

8,916

2,157

1,542

990

873

758

588

330

194

157

149

155

108

68

67

17,052

Jan

2023

9,517

2,289

1,603

992

901

786

604

326

194

155

151

162

97

77

71

17,923

Feb

2023

9,223

2,217

1,567

951

881

785

609

323

190

155

152

158

112

75

69

17,466

Mar

2023

9,374

2,264

1,570

1,036

890

801

599

327

182

154

153

160

115

67

66

17,758

Apr

2023

9,436

2,292

1,575

1,015

891

789

629

327

183

153

154

161

109

68

64

17,845

May

2023

9,314

2,259

1,565

1,048

883

763

602

333

176

154

155

155

97

68

63

17,633

Jun

2023

9,831

2,338

1,570

1,044

889

762

589

328

178

157

156

159

108

67

63

18,240

Jul

2023

10,135

2,385

1,576

1,048

893

770

591

340

181

158

157

161

102

65

63

18,625

Aug

2023

9,839

2,336

1,567

1,057

880

771

579

323

181

159

161

158

94

62

61

18,227

Sep

2023

9,359

2,244

1,536

1,049

849

752

587

336

185

163

163

152

94

68

58

17,594

Table 4.10: Number of Non-Index Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Index fund indication drawn from Form N-CEN, Item C.3. The “Total” row below indicates the number

of Non-Index Funds, and not the sum of the preceding rows.

Investment Type

Common Equity

Registered Fund

Corporate Debt

Mortgage-Backed Security

Municipal Debt

US Treasury Debt

STIV

Other Types

Loan

Collateralized Obligation

Other Asset-Backed Security

Non US Sovereign Debt

Repurchase Agreement

Cash

Preferred Equity

Total

Oct

2022

5,266

2,197

2,027

1,122

781

1,460

1,967

1,164

379

481

487

425

327

636

222

10,015

Nov

2022

5,264

2,194

2,026

1,144

785

1,461

1,846

1,098

367

481

476

429

302

603

207

10,041

Dec

2022

5,270

2,158

2,029

1,133

783

1,512

1,797

1,106

371

486

475

426

315

587

206

10,058

Jan

2023

5,280

2,175

2,037

1,132

771

1,536

1,754

1,080

368

474

470

420

290

590

205

10,062

Feb

2023

5,270

2,150

2,032

1,132

771

1,533

1,831

1,080

371

478

476

427

316

549

205

10,061

17

Mar

2023

5,272

2,176

2,020

1,140

770

1,548

1,793

1,091

369

473

479

426

301

515

194

10,070

Apr

2023

5,252

2,177

2,011

1,129

763

1,550

1,770

1,129

370

467

484

413

291

505

193

10,061

May

2023

5,254

2,151

2,021

1,146

763

1,540

1,710

1,092

370

477

486

410

275

532

192

10,088

Jun

2023

5,259

2,138

2,023

1,144

757

1,536

1,672

1,061

375

478

484

409

277

471

184

10,069

Jul

2023

5,262

2,138

2,018

1,149

758

1,549

1,633

1,118

373

484

494

412

258

478

179

10,075

Aug

2023

5,266

2,124

2,019

1,155

755

1,568

1,573

1,072

379

493

496

407

261

446

192

10,068

Sep

2023

5,274

2,148

2,014

1,156

753

1,592

1,693

1,125

377

504

510

400

272

479

177

10,107

April 18, 2024

4.6

Analytics Ofce

Index Funds

Table 4.11: Aggregate Gross Value of Index Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Index fund indication drawn from Form N-CEN, Item C.3.

Investment Type

Common Equity

US Treasury Debt

Corporate Debt

Mortgage-Backed Security

Non US Sovereign Debt

STIV

Municipal Debt

Registered Fund

Other Types

Preferred Equity

Cash

Repurchase Agreement

Loan

Collateralized Obligation

Other Asset-Backed Security

Total

Oct

2022

8,695

905

567

226

188

187

90

90

66

39

17

12

***

***

1

11,090

Nov

2022

9,305

926

603

237

199

180

98

97

66

40

17

13

***

***

2

11,788

Dec

2022

8,820

927

597

240

191

184

101

92

58

38

21

8

***

***

1

11,282

Jan

2023

9,464

955

627

252

200

202

104

97

58

42

12

12

***

***

2

12,033

Feb

2023

9,185

954

602

247

191

194

101

94

56

40

13

11

***

***

2

11,695

Mar

2023

9,375

1,005

612

257

202

200

103

96

55

38

20

10

***

***

2

11,981

Apr

2023

9,475

1,009

623

257

206

203

104

97

52

39

20

13

***

***

2

12,106

May

2023

9,415

1,007

617

255

202

195

103

96

54

38

20

12

3

2

2

12,023

Jun

2023

10,030

1,015

625

257

209

186

105

102

58

40

18

11

***

***

2

12,664

Jul

2023

10,431

1,018

633

262

212

195

106

105

58

41

14

12

***

***

2

13,096

Aug

2023

10,163

1,021

626

260

208

191

105

103

56

39

12

12

***

***

2

12,803

Sep

2023

9,703

1,013

605

253

201

190

103

97

53

38

18

9

***

***

2

12,292

Table 4.12: Number of Index Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Index fund indication drawn from Form N-CEN, Item C.3. The “Total” row below indicates the number

of Index Funds, and not the sum of the preceding rows.

Investment Type

Common Equity

US Treasury Debt

Corporate Debt

Mortgage-Backed Security

Non US Sovereign Debt

STIV

Municipal Debt

Registered Fund

Other Types

Preferred Equity

Cash

Repurchase Agreement

Loan

Collateralized Obligation

Other Asset-Backed Security

Total

Oct

2022

1,829

237

234

64

47

371

***

184

413

42

122

229

***

0

***

2,533

Nov

2022

1,847

228

227

64

48

337

41

185

407

37

119

217

***

0

***

2,538

Dec

2022

1,845

230

226

64

47

372

***

186

379

39

115

***

***

0

***

2,535

Jan

2023

1,850

231

226

64

47

374

***

183

375

39

119

218

***

0

***

2,545

Feb

2023

1,855

229

225

65

47

355

41

178

373

40

116

216

***

0

***

2,540

18

Mar

2023

1,847

228

221

65

46

368

43

178

392

40

130

***

***

0

***

2,544

Apr

2023

1,844

230

221

65

46

356

43

176

361

38

112

217

***

0

***

2,527

May

2023

1,840

222

222

65

45

350

44

177

351

38

112

215

***

0

***

2,526

Jun

2023

1,841

225

223

65

43

348

44

176

356

41

120

***

***

0

***

2,526

Jul

2023

1,840

226

223

65

45

312

43

174

375

40

111

204

***

0

***

2,524

Aug

2023

1,841

233

223

65

45

318

44

170

355

40

111

212

***

0

***

2,527

Sep

2023

1,845

247

222

65

41

343

44

169

368

36

117

***

***

0

***

2,540

April 18, 2024

4.7

Analytics Ofce

US Equity Funds

Table 4.13: Aggregate Gross Value of US Equity Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Common Equity

STIV

Other Types

Preferred Equity

Cash

Registered Fund

Repurchase Agreement

Corporate Debt

US Treasury Debt

Loan

Total

Oct

2022

13,144

272

66

48

23

31

***

6

7

***

13,615

Nov

2022

13,847

268

64

49

21

29

16

6

7

0

14,308

Dec

2022

13,039

257

61

46

21

23

14

***

8

***

13,477

Jan

2023

13,912

262

65

50

18

27

***

6

8

***

14,366

Feb

2023

13,528

252

62

49

20

23

17

6

7

0

13,965

Mar

2023

13,770

251

66

48

21

24

16

***

7

***

14,208

Apr

2023

13,874

255

68

47

21

25

***

6

6

***

14,318

May

2023

13,831

241

71

46

20

24

***

6

6

***

14,260

Jun

2023

14,730

246

72

46

24

24

17

***

5

***

15,171

Jul

2023

15,258

245

79

46

19

23

***

6

5

***

15,698

Aug

2023

14,899

232

74

45

19

27

***

6

5

***

15,323

Sep

2023

14,179

239

72

43

23

23

14

***

6

***

14,606

Table 4.14: Number of US Equity Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of US Equity Funds, and not the sum of the preceding rows.

Investment Type

Common Equity

STIV

Other Types

Preferred Equity

Cash

Registered Fund

Repurchase Agreement

Corporate Debt

US Treasury Debt

Loan

Total

Oct

2022

4,113

556

440

63

158

106

102

36

50

1

4,314

Nov

2022

4,118

493

419

60

158

104

92

34

61

***

4,324

Dec

2022

4,120

484

439

58

143

98

***

37

69

2

4,335

Jan

2023

4,131

480

434

58

147

96

87

31

71

***

4,348

Feb

2023

4,133

496

424

58

143

96

90

36

72

***

4,355

19

Mar

2023

4,135

478

455

59

141

109

95

35

78

3

4,367

Apr

2023

4,122

476

458

55

150

113

77

36

73

***

4,358

May

2023

4,124

488

436

56

140

98

85

41

72

***

4,351

Jun

2023

4,132

468

426

51

122

98

85

39

74

3

4,360

Jul

2023

4,132

406

449

47

121

96

68

38

71

***

4,363

Aug

2023

4,142

406

438

54

124

97

78

34

72

***

4,380

Sep

2023

4,158

442

462

50

136

118

77

34

78

3

4,406

April 18, 2024

4.8

Analytics Ofce

Taxable Bond Funds

Table 4.15: Aggregate Gross Value of Taxable Bond Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Corporate Debt

US Treasury Debt

Mortgage-Backed Security

Non US Sovereign Debt

STIV

Other Types

Loan

Other Asset-Backed Security

Collateralized Obligation

Repurchase Agreement

Total

Oct

2022

1,851

1,484

1,085

316

296

315

195

138

144

80

5,906

Nov

2022

1,920

1,516

1,128

338

288

298

191

138

145

79

6,041

Dec

2022

1,881

1,509

1,118

327

271

293

182

136

144

88

5,948

Jan

2023

1,960

1,564

1,133

341

289

287

182

138

143

78

6,114

Feb

2023

1,904

1,572

1,096

328

294

285

179

139

143

90

6,030

Mar

2023

1,917

1,635

1,181

342

274

277

170

140

142

94

6,172

Apr

2023

1,932

1,632

1,161

347

301

276

171

141

141

88

6,190

May

2023

1,918

1,612

1,192

338

295

280

163

142

142

79

6,161

Jun

2023

1,928

1,620

1,194

348

268

278

166

143

144

86

6,174

Jul

2023

1,940

1,629

1,201

352

279

278

169

144

145

84

6,220

Aug

2023

1,923

1,624

1,208

346

285

262

169

147

146

76

6,185

Sep

2023

1,881

1,597

1,192

335

281

280

173

149

149

76

6,113

Table 4.16: Number of Taxable Bond Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of Taxable Bond Funds, and not the sum of the preceding

rows.

Investment Type

Corporate Debt

US Treasury Debt

Mortgage-Backed Security

Non US Sovereign Debt

STIV

Other Types

Loan

Other Asset-Backed Security

Collateralized Obligation

Repurchase Agreement

Total

Oct

2022

1,804

1,247

1,001

412

731

847

338

468

455

305

2,567

Nov

2022

1,805

1,225

1,015

421

735

829

333

458

453

289

2,581

Dec

2022

1,806

1,259

1,010

414

763

825

332

458

459

294

2,597

Jan

2023

1,826

1,282

1,016

411

761

818

328

455

449

296

2,615

Feb

2023

1,816

1,273

1,018

416

758

792

329

460

452

307

2,607

20

Mar

2023

1,806

1,270

1,021

410

725

806

331

463

447

302

2,611

Apr

2023

1,801

1,268

1,014

398

730

803

331

468

442

298

2,611

May

2023

1,813

1,263

1,028

395

695

806

332

471

451

277

2,626

Jun

2023

1,813

1,273

1,031

393

692

794

339

470

452

297

2,638

Jul

2023

1,811

1,281

1,034

396

714

807

332

481

457

292

2,629

Aug

2023

1,808

1,304

1,035

395

670

760

335

485

463

287

2,627

Sep

2023

1,805

1,332

1,039

385

702

806

333

495

471

296

2,645

April 18, 2024

4.9

Analytics Ofce

Multi-Asset Funds

Table 4.17: Aggregate Gross Value of Multi-Asset Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Registered Fund

Common Equity

Corporate Debt

Other Types

US Treasury Debt

STIV

Mortgage-Backed Security

Loan

Non US Sovereign Debt

Preferred Equity

Total

Oct

2022

2,147

916

239

223

163

159

106

17

15

17

4,000

Nov

2022

2,283

976

250

219

166

155

111

16

15

17

4,209

Dec

2022

2,196

932

246

208

165

134

111

16

16

16

4,039

Jan

2023

2,326

988

258

207

165

143

110

16

17

17

4,247

Feb

2023

2,258

957

253

201

158

136

102

15

17

16

4,114

Mar

2023

2,304

965

255

206

161

141

111

15

17

15

4,189

Apr

2023

2,330

973

255

198

156

145

111

15

16

14

4,214

May

2023

2,298

952

253

198

150

141

111

15

16

14

4,147

Jun

2023

2,384

996

257

203

149

139

106

15

16

13

4,277

Jul

2023

2,437

1,015

258

205

151

142

107

15

16

13

4,360

Aug

2023

2,382

983

256

201

158

134

108

15

16

13

4,266

Sep

2023

2,287

934

249

198

158

129

110

16

15

12

4,107

Table 4.18: Number of Multi-Asset Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of Multi-Asset Funds, and not the sum of the preceding

rows.

Investment Type

Registered Fund

Common Equity

Corporate Debt

Other Types

US Treasury Debt

STIV

Mortgage-Backed Security

Loan

Non US Sovereign Debt

Preferred Equity

Total

Oct

2022

2,128

767

398

739

380

691

179

42

51

58

2,786

Nov

2022

2,129

769

394

708

386

658

187

35

48

59

2,790

Dec

2022

2,111

770

391

703

397

656

181

40

50

59

2,772

Jan

2023

2,104

782

386

686

386

622

176

40

49

57

2,764

Feb

2023

2,091

780

385

695

389

636

175

42

50

55

2,756

21

Mar

2023

2,087

777

382

687

409

637

178

38

54

50

2,754

Apr

2023

2,089

763

379

659

416

593

175

39

51

50

2,738

May

2023

2,084

750

371

676

404

593

178

38

50

49

2,753

Jun

2023

2,077

746

376

636

394

555

173

36

52

48

2,710

Jul

2023

2,085

748

376

635

394

544

176

41

54

48

2,721

Aug

2023

2,067

741

381

629

399

535

183

43

51

48

2,699

Sep

2023

2,060

725

380

626

403

593

180

43

52

47

2,702

April 18, 2024

4.10

Analytics Ofce

Global Equity Funds

Table 4.19: Aggregate Gross Value of Global Equity Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Common Equity

STIV

Other Types

Preferred Equity

Cash

Total

Oct

2022

3,453

119

45

30

13

3,659

Nov

2022

3,881

116

42

30

13

4,082

Dec

2022

3,743

101

37

28

12

3,920

Jan

2023

4,058

101

41

30

13

4,243

Feb

2023

3,900

110

41

28

12

4,091

Mar

2023

3,992

123

43

28

13

4,199

Apr

2023

4,042

120

44

28

20

4,254

May

2023

3,925

110

42

28

20

4,126

Jun

2023

4,113

112

42

31

14

4,312

Jul

2023

4,270

109

40

32

14

4,466

Aug

2023

4,096

110

44

30

14

4,294

Sep

2023

3,925

120

41

29

15

4,130

Table 4.20: Number of Global Equity Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of Global Equity Funds, and not the sum of the preceding

rows.

Investment Type

Common Equity

STIV

Other Types

Preferred Equity

Cash

Total

Oct

2022

2,126

302

191

70

67

2,136

Nov

2022

2,133

245

172

60

70

2,143

Dec

2022

2,137

224

154

61

64

2,148

Jan

2023

2,133

215

162

62

78

2,144

Feb

2023

2,132

239

170

64

52

2,141

22

Mar

2023

2,128

265

176

59

62

2,139

Apr

2023

2,128

269

177

59

62

2,137

May

2023

2,132

235

161

59

62

2,140

Jun

2023

2,136

248

145

64

56

2,144

Jul

2023

2,132

208

142

62

57

2,142

Aug

2023

2,134

218

149

66

47

2,145

Sep

2023

2,142

253

153

58

54

2,152

April 18, 2024

4.11

Analytics Ofce

Municipal Bond Funds

Table 4.21: Aggregate Gross Value of Municipal Bond Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Municipal Debt

Other Types

STIV

Corporate Debt

Cash

Total

Oct

2022

903

15

10

2

5

935

Nov

2022

936

14

10

3

4

966

Dec

2022

924

12

9

2

3

950

Jan

2023

954

14

11

2

5

987

Feb

2023

933

13

10

2

3

962

Mar

2023

943

13

10

2

2

971

Apr

2023

945

13

10

2

2

974

May

2023

936

11

9

2

2

962

Jun

2023

944

11

10

2

3

970

Jul

2023

950

11

11

2

2

977

Aug

2023

939

11

10

2

2

963

Sep

2023

907

11

8

2

2

930

Table 4.22: Number of Municipal Bond Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of Municipal Bond Funds, and not the sum of the preceding

rows.

Investment Type

Municipal Debt

Other Types

STIV

Corporate Debt

Cash

Total

Oct

2022

744

54

58

12

30

nan

Nov

2022

741

45

52

***

29

741

Dec

2022

741

44

42

***

19

nan

Jan

2023

736

43

50

11

20

nan

Feb

2023

742

44

57

12

17

742

23

Mar

2023

743

34

56

***

***

743

Apr

2023

741

41

58

***

7

744

May

2023

744

38

49

***

12

744

Jun

2023

741

38

57

***

15

743

Jul

2023

743

42

73

***

11

744

Aug

2023

744

43

62

***

9

744

Sep

2023

742

41

46

***

***

742

April 18, 2024

5

Analytics Ofce

Fund Portfolio Investments by Currency5

Table 5.1: Aggregate Gross Value of Fund Investments, by Fund Type and

Currency ($Billions)

This table includes holdings reported by fund of funds and relies upon value reported (Form N-PORT,

Item C.2.c) by currency code (Form N-PORT, Item C.2.b). This table does not refect the notional

value of derivatives but uses the value reported in Item C.2.c. Reported currency codes with a value

of “N/A” are aggregated with the “Other” category. Currency codes are reported pursuant to the

International Organization for Standardization (ISO) 4217 standard. Currency code mappings presented

below are derived from ISO 4217 mappings as of January 1, 2024.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Currency

USD - US Dollar

EUR - Euro

JPY - Yen

GBP - Pound Sterling

CAD - Canadian Dollar

HKD - Hong Kong Dollar

CHF - Swiss Franc

INR - Indian Rupee

TWD - New Taiwan Dollar

KRW - Won

Other

Subtotal

USD - US Dollar

EUR - Euro

JPY - Yen

GBP - Pound Sterling

HKD - Hong Kong Dollar

INR - Indian Rupee

CHF - Swiss Franc

CAD - Canadian Dollar

TWD - New Taiwan Dollar

KRW - Won

Other

Subtotal

USD - US Dollar

EUR - Euro

GBP - Pound Sterling

CAD - Canadian Dollar

JPY - Yen

INR - Indian Rupee

CHF - Swiss Franc

HKD - Hong Kong Dollar

TWD - New Taiwan Dollar

KRW - Won

Other

Subtotal

Total

Oct

2022

18,665

715

320

307

174

135

156

125

72

74

470

21,212

5,429

187

139

86

70

46

49

52

37

30

223

6,349

427

15

5

2

2

1

1

1

0

1

6

461

28,021

Nov

2022

19,413

812

360

344

185

179

169

132

90

86

509

22,278

5,718

215

156

97

94

50

54

57

47

36

246

6,770

433

16

5

2

2

1

1

1

0

1

6

470

29,518

Dec

2022

18,511

788

351

333

173

188

162

123

82

80

494

21,283

5,475

210

155

94

99

47

53

54

44

34

241

6,506

420

17

5

2

2

1

1

1

0

1

6

456

28,246

Jan

2023

19,475

861

367

349

186

209

170

119

95

89

522

22,441

5,820

236

164

103

113

48

57

59

51

40

262

6,953

435

18

5

3

2

1

1

1

0

1

6

473

29,867

Feb

2023

18,999

850

352

341

176

186

160

114

93

83

504

21,858

5,660

236

159

103

101

45

56

56

50

38

250

6,753

424

17

5

2

2

1

1

1

0

0

6

462

29,073

Mar

2023

19,367

875

364

344

175

192

164

117

98

86

507

22,289

5,781

244

164

102

106

46

58

57

52

39

252

6,900

424

18

5

2

2

1

1

1

1

0

6

463

29,652

Apr

2023

19,457

893

359

360

180

187

172

123

92

84

515

22,420

5,838

252

166

107

103

48

61

59

50

38

256

6,979

425

19

6

2

2

1

1

1

0

0

6

464

29,863

May

2023

19,313

845

361

340

170

167

164

125

100

90

500

22,174

5,828

240

170

101

93

50

59

56

54

40

245

6,936

420

18

6

2

2

1

1

1

1

0

6

459

29,569

Jun

2023

20,064

886

374

353

177

175

168

132

102

92

510

23,033

6,163

252

180

103

98

53

60

58

54

41

255

7,317

429

18

6

2

2

1

1

1

1

0

6

469

30,819

Jul

2023

20,511

906

381

366

183

187

171

137

100

96

525

23,564

6,396

259

187

108

107

56

63

60

55

44

268

7,602

435

19

6

2

2

1

1

1

1

0

6

476

31,642

Aug

2023

20,122

867

373

352

179

167

165

134

96

90

505

23,050

6,280

249

184

103

96

56

61

59

52

41

254

7,435

433

18

6

2

2

1

1

1

1

0

6

472

30,957

Sep

2023

19,364

813

357

345

175

157

154

135

93

87

490

22,170

6,050

235

179

102

92

58

57

57

51

39

247

7,167

427

18

6

2

2

1

1

1

1

0

6

464

29,801

5

Per N-PORT General Instruction G, N-PORT flers must report applicable three-letter alphabetic currency codes

pursuant to the International Organization for Standardization (ISO) 4217 standard. Please refer to the ISO for additional

information on currency code defnitions and mappings.

24

April 18, 2024

6

Analytics Ofce

Fund Portfolio Investments by Country6

Table 6.1: Aggregate Gross Value of Fund Investments, by Fund Type and

Country of Investment ($Billions)

This table includes holdings reported by fund of funds, relies upon value reported (Form N-PORT,

Item C.2.c) and aggregates by country of investment (Form N-PORT, Item C.5.a), adjusted for

consensus — see the appendix for more details. Reported country codes with a value of “N/A” are

aggregated with the “Other” category.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Country

United States of America

United Kingdom

Japan

Canada

France

Switzerland

Netherlands

Ireland

Germany

Cayman Islands

Other

Subtotal

United States of America

Japan

United Kingdom

Canada

France

Switzerland

Ireland

Germany

Netherlands

Cayman Islands

Other

Subtotal

United States of America

Cayman Islands

United Kingdom

Canada

France

Netherlands

Germany

Switzerland

Japan

Ireland

Other

Subtotal

Total

Oct

2022

17,490

432

348

322

257

235

194

186

163

172

1,413

21,212

5,165

149

104

89

62

64

55

48

41

38

534

6,349

379

17

8

7

5

3

2

2

2

2

32

461

28,021

Nov

2022

18,173

475

389

340

290

251

223

198

183

193

1,564

22,278

5,433

167

116

96

71

70

59

55

48

50

606

6,770

384

18

9

8

6

3

2

2

2

2

34

470

29,518

Dec

2022

17,317

462

379

320

281

240

209

189

177

193

1,517

21,283

5,198

165

114

93

70

68

56

53

45

51

593

6,506

372

18

9

8

6

3

2

2

2

2

33

456

28,246

Jan

2023

18,204

480

399

343

308

255

234

202

194

205

1,617

22,441

5,519

176

124

102

79

74

60

61

52

59

649

6,953

384

18

9

8

6

3

2

3

2

2

36

473

29,867

Feb

2023

17,762

473

383

327

306

241

228

199

189

191

1,559

21,858

5,372

170

122

96

79

72

58

60

51

53

620

6,753

376

17

9

8

6

3

2

3

2

2

34

462

29,073

Mar

2023

18,126

471

395

329

316

242

237

203

198

195

1,577

22,289

5,496

176

121

98

81

73

59

63

53

56

627

6,900

376

17

9

8

6

3

2

2

2

2

35

463

29,652

Apr

2023

18,219

488

390

340

329

254

227

206

202

185

1,580

22,420

5,550

178

126

99

85

77

60

65

52

52

635

6,979

376

17

10

8

6

3

3

2

2

2

35

464

29,863

May

2023

18,100

463

391

325

306

243

230

204

188

178

1,548

22,174

5,545

181

119

95

80

75

60

61

52

48

619

6,936

372

17

10

7

6

3

3

2

2

2

34

459

29,569

Jun

2023

18,805

476

405

339

323

249

242

217

196

182

1,600

23,033

5,865

192

122

100

84

76

65

64

56

51

644

7,317

380

17

10

8

6

3

3

2

2

2

35

469

30,819

Jul

2023

19,223

491

412

350

329

256

249

219

201

190

1,644

23,564

6,085

198

127

102

86

79

67

66

59

58

676

7,602

386

18

10

7

6

3

3

2

2

2

36

476

31,642

Aug

2023

18,864

475

403

342

320

246

230

218

194

181

1,576

23,050

5,976

196

123

99

84

76

67

63

55

53

644

7,435

384

18

10

7

6

3

3

2

2

2

35

472

30,957

Sep

2023

18,127

468

386

332

302

236

215

209

182

181

1,532

22,170

5,752

190

122

95

79

73

63

59

52

50

631

7,167

377

18

10

7

6

3

2

2

2

2

34

464

29,801

6

Per the N-PORT instructions to Item C.5.a. and C.5.b., flers must report country codes pursuant to the International

Organization for Standardization (ISO) standard. Please refer to the ISO for additional information on country code

defnitions and mappings.

25

April 18, 2024

Analytics Ofce

Table 6.2: Aggregate Gross Value of Fund Investments, by Fund Type and

Country of Risk ($Billions)

This table includes holdings reported by fund of funds, relies upon value reported (Form N-PORT,

Item C.2.c) and aggregates by country of risk (Form N-PORT, Item C.5.b), adjusted for consensus —

see the appendix for more details. Reported country codes with a value of “N/A” are aggregated

with the “Other” category.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Country

United States of America

United Kingdom

Japan

Canada

France

Germany

Switzerland

Netherlands

Cayman Islands

Ireland

Other

Subtotal

United States of America

Japan

United Kingdom

Canada

France

Germany

Switzerland

Netherlands

Ireland

Cayman Islands

Other

Subtotal

United States of America

Cayman Islands

United Kingdom

Canada

France

Netherlands

Germany

Japan

Switzerland

Ireland

Other

Subtotal

Total

Oct

2022

17,732

431

353

302

270

180

158

149

72

62

1,502

21,212

5,241

150

102

85

61

51

41

34

18

4

562

6,349

384

12

8

7

5

2

2

2

2

1

34

461

28,021

Nov

2022

18,424

471

395

318

302

200

171

169

72

65

1,691

22,278

5,514

168

113

92

69

58

45

39

19

4

648

6,770

389

12

9

7

6

3

2

2

2

1

36

470

29,518

Dec

2022

17,558

457

385

300

294

194

163

156

72

64

1,643

21,283

5,276

166

110

89

69

57

44

36

18

5

636

6,506

377

12

8

7

6

3

2

2

2

1

36

456

28,246

Jan

2023

18,459

474

403

321

322

212

172

174

71

69

1,763

22,441

5,604

177

119

97

78

65

47

41

19

5

703

6,953

389

13

9

8

6

3

3

2

2

1

38

473

29,867

26

Feb

2023

18,014

470

388

305

316

206

164

169

70

68

1,687

21,858

5,458

171

119

92

75

64

46

41

18

5

666

6,753

381

12

9

7

6

3

3

2

2

1

37

462

29,073

Mar

2023

18,424

426

401

306

321

216

165

175

70

70

1,715

22,289

5,594

177

105

92

76

66

46

42

18

5

678

6,900

381

12

9

7

6

3

3

2

2

1

37

463

29,652

Apr

2023

18,524

441

395

315

334

220

173

170

70

69

1,709

22,420

5,653

179

110

94

80

69

49

41

19

5

680

6,979

381

12

9

7

6

3

3

2

2

1

37

464

29,863

May

2023

18,403

420

396

302

309

205

166

173

69

70

1,661

22,174

5,645

182

104

91

75

65

47

42

19

5

660

6,936

377

12

9

7

6

3

3

2

2

1

36

459

29,569

Jun

2023

19,133

430

410

315

326

212

170

181

68

72

1,716

23,033

5,975

193

106

95

79

67

48

44

20

5

686

7,317

385

13

9

7

6

3

3

2

2

1

37

469

30,819

Jul

2023

19,556

443

417

324

331

217

175

187

67

73

1,774

23,564

6,198

199

111

97

81

70

50

45

20

6

725

7,602

392

13

10

7

6

3

3

2

2

1

37

476

31,642

Aug

2023

19,191

428

408

318

322

212

170

171

67

73

1,688

23,050

6,087

197

106

94

79

67

48

42

21

6

687

7,435

390

13

9

7

6

3

3

2

2

1

36

472

30,957

Sep

2023

18,449

419

391

309

304

199

162

161

68

66

1,640

22,170

5,859

191

105

91

74

64

47

40

18

6

671

7,167

384

13

9

7

6

3

3

2

2

1

35

464

29,801

April 18, 2024

Analytics Ofce

Fund Derivative Investments7

7

Table 7.1: Aggregate Notional of Fund Investments in Derivatives, by

Fund Type and Derivative Type ($Billions)

Relies on Form N-PORT, Item C.4 and Item C.11.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Derivative Type

Interest Rate Future

Interest Rate Swap

Foreign Exchange Forward

Equity Option

Credit Swap

Interest Rate Swaption

Equity Future

Other

Equity Swap

Foreign Exchange Option

Commodity Future

Subtotal

Equity Swap

Foreign Exchange Forward

Equity Option

Interest Rate Future

Equity Future

Commodity Future

Other

Interest Rate Swap

Interest Rate Swaption

Credit Swap

Foreign Exchange Option

Subtotal

Equity Option

Interest Rate Swap

Foreign Exchange Forward

Interest Rate Future

Foreign Exchange Option

Interest Rate Swaption

Credit Swap

Equity Swap

Other

Equity Future

Commodity Future

Subtotal

Total

Oct

2022

997.2

653.3

750.7

178.7

188.8

168.1

161.7

137.4

68.2

43.4

36.1

3,383.5

127.0

106.8

68.1

13.3

16.9

13.9

7.8

5.2

***

1.2

***

363.1

26.4

27.3

17.0

10.5

6.5

***

2.6

2.3

0.7

***

***

97.4

3,844.0

Nov

2022

973.0

664.6

808.1

168.4

184.4

156.8

155.2

235.3

67.7

31.7

37.3

3,482.5

135.4

113.2

73.7

13.9

18.8

13.6

7.8

***

***

1.1

***

385.1

27.0

27.7

18.7

10.6

6.9

***

2.5

2.2

0.8

***

***

100.5

3,968.1

Dec

2022

911.2

664.5

698.1

166.9

180.7

184.5

150.8

222.0

65.2

44.0

33.9

3,321.8

126.0

120.1

73.3

13.7

16.5

11.2

6.3

***

2.7

1.1

***

376.1

25.4

28.0

14.5

10.3

6.9

4.0

2.4

***

1.0

***

***

95.1

3,793.0

Jan

2023

943.7

645.4

731.1

190.2

180.1

186.7

143.1

231.6

66.3

50.8

35.4

3,404.3

140.6

104.2

77.5

13.5

17.0

11.3

6.6

4.5

***

1.1

***

378.7

28.3

29.1

18.3

10.2

***

***

2.5

2.2

1.2

***

***

102.3

3,885.4

Feb

2023

1,033.1

712.9

755.6

184.9

175.9

159.9

145.1

341.3

65.1

52.7

35.0

3,661.5

138.6

103.9

78.7

13.2

18.4

11.0

6.7

4.0

***

1.2

***

378.8

30.2

29.6

20.4

9.7

***

***

2.4

2.3

1.1

***

***

106.6

4,146.9

Mar

2023

1,003.3

779.3

767.2

181.1

183.5

118.4

137.5

308.2

65.8

42.3

33.5

3,620.0

146.4

99.7

87.7

17.8

19.5

10.4

6.6

3.3

***

1.0

***

394.4

31.7

29.0

19.8

9.0

***

3.5

2.3

***

1.1

***

***

106.6

4,121.0

Apr

2023

1,085.4

847.9

753.2

182.0

190.5

103.2

142.8

278.4

64.6

40.5

34.3

3,722.8

146.6

105.6

93.1

17.4

19.9

10.7

6.4

3.4

***

1.0

***

406.3

32.3

39.4

18.8

8.5

***

***

2.4

2.1

1.1

***

***

116.3

4,245.3

May

2023

1,128.9

975.4

799.3

186.3

195.2

94.7

143.0

168.9

64.5

44.5

35.7

3,836.5

154.9

109.7

100.7

16.5

19.2

10.0

5.6

3.3

***

0.9

***

423.2

38.7

42.1

21.2

8.1

***

***

2.4

2.3

1.5

***

***

131.8

4,391.4

Jun

2023

1,120.4

983.6

747.3

192.1

185.1

88.4

152.3

107.1

65.2

32.7

31.5

3,705.5

169.7

108.2

109.2

17.5

18.4

9.8

5.6

3.1

***

0.8

***

444.5

39.2

41.3

19.8

7.8

***

4.4

2.5

***

1.6

***

***

126.8

4,276.8

Jul

2023

1,095.2

995.4

786.1

197.3

177.4

125.1

153.7

110.6

66.8

35.3

35.1

3,777.8

178.1

112.4

111.1

19.5

18.2

9.9

6.0

3.2

***

1.4

***

462.2

42.6

39.2

19.9

8.0

***

***

2.6

2.4

1.5

***

***

128.4

4,368.4

Aug

2023

1,099.7

961.4

797.0

202.4

168.6

133.5

145.3

109.2

64.9

49.0

38.6

3,769.5

173.3

117.6

115.6

19.5

19.2

10.5

6.1

3.4

***

1.3

***

468.5

42.7

37.8

21.6

7.9

7.0

***

2.7

2.4

1.5

0.5

***

129.1

4,367.2

Sep

2023

1,166.3

867.4

758.0

193.5

160.9

146.3

144.3

106.9

65.2

52.8

40.0

3,701.6

152.9

120.5

118.6

19.7

17.8

10.2

6.2

3.5

***

0.9

***

452.4

43.7

31.2

19.6

8.2

***

5.1

3.0

***

1.4

***

***

121.9

4,276.0

7

Non-USD-notional values are converted to USD using foreign-exchange rates sourced from Bloomberg. Notional

values are not delta or duration adjusted and include derivatives reported by fund of funds. The total notional value, as

a fraction of net assets, of each fund is winsorized at the 99th percentile across funds each month.

27

April 18, 2024

Analytics Ofce

Table 7.2: Number of Funds with Investments in Derivatives With a

Notional Value Exceeding Five Percent of Net Assets, by Fund

Type and Derivative Type

Relies on Form N-PORT, Item C.4 and Item C.11.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Derivative Type

Interest Rate Future

Interest Rate Swap

Foreign Exchange Forward

Equity Option

Credit Swap

Interest Rate Swaption

Equity Future

Other

Equity Swap

Foreign Exchange Option

Commodity Future

Subtotal

Equity Swap

Foreign Exchange Forward

Equity Option

Interest Rate Future

Equity Future

Commodity Future

Other

Interest Rate Swap

Interest Rate Swaption

Credit Swap

Foreign Exchange Option

Subtotal

Equity Option

Interest Rate Swap

Foreign Exchange Forward

Interest Rate Future

Foreign Exchange Option

Interest Rate Swaption

Credit Swap

Equity Swap

Other

Equity Future

Commodity Future

Subtotal

Total

Oct

2022

1,102

409

707

299

332

91

523

265

280

70

103

2,218

206

50

239

74

47

35

29

15

***

15

***

634

60

51

75

84

2

***

33

6

9

***

***

217

3,068

Nov

2022

1,083

403

718

303

316

85

516

221

272

64

106

2,198

206

53

247

80

39

36

33

***

***

13

***

646

59

51

76

86

4

***

29

5

8

***

***

214

3,057

Dec

2022

1,089

408

673

303

313

96

500

232

280

61

104

2,180

208

54

246

81

37

37

28

***

1

15

***

652

59

52

78

83

4

6

32

***

12

***

***

212

3,043

Jan

2023

1,075

393

685

310

308

93

479

231

272

73

104

2,169

210

53

252

79

45

39

28

14

***

14

***

662

61

54

75

82

***

***

31

6

12

***

***

214

3,044

28

Feb

2023

1,098

398

695

310

298

88

475

248

274

74

105

2,175

203

54

246

88

41

40

30

13

***

16

***

657

62

54

77

81

***

***

29

7

12

***

***

216

3,047

Mar

2023

1,098

381

692

308

294

83

465

218

274

75

104

2,219

201

56

267

90

50

40

34

13

***

13

***

679

61

51

79

71

***

6

29

***

11

***

***

213

3,110

Apr

2023

1,094

376

685

318

299

76

438

182

273

65

105

2,181

195

56

273

89

46

41

30

13

***

14

***

678

59

48

79

69

***

***

27

7

11

***

***

210

3,068

May

2023

1,114

384

705

293

317

87

449

184

266

76

104

2,186

188

58

270

92

34

44

32

14

***

14

***

681

62

53

81

61

***

***

29

6

11

***

***

207

3,073

Jun

2023

1,088

398

700

292

306

90

427

214

269

65

104

2,175

189

58

269

88

44

45

32

13

***

14

***

676

60

54

77

64

***

7

28

***

13

***

***

206

3,056

Jul

2023

1,089

398

685

297

295

81

443

220

264

64

108

2,163

189

59

285

93

46

46

35

14

***

17

***

695

61

54

80

61

***

***

28

6

12

***

***

207

3,064

Aug

2023

1,097

410

697

299

304

83

429

213

266

73

112

2,190

192

60

297

97

31

47

39

18

***

15

***

709

57

52

80

66

7

***

28

6

12

4

***

205

3,103

Sep

2023

1,153

411

686

293

288

84

460

204

265

71

108

2,209

197

57

308

103

45

51

42

21

***

18

***

732

59

53

80

66

***

6

27

***

13

***

***

207

3,147

April 18, 2024

Analytics Ofce

Table 7.3: Percent of Aggregate Derivative Notional Reported, by

Cumulative Percentile

Relies on Form N-PORT, Item C.11. and B.1.a. This fgure excludes fund of funds and removes any

observations without derivative exposure or non-positive total assets.

Fund Type

All Funds

Mutual Fund

ETF

Closed-End Fund

Percentile

Top 2%

Top 5%

Top 10%

Top 25%

Top 2%

Top 5%

Top 10%

Top 25%

Top 2%

Top 5%

Top 10%

Top 25%

Top 2%

Top 5%

Top 10%

Top 25%

Oct

2022

60.31

75.68

86.31

96.24

59.58

75.23

86.42

96.33

***

72.08

84.19

96.32

***

57.48

70.69

88.05

Nov

2022

60.86

75.73

86.27

96.30

60.40

75.50

86.40

96.42

56.66

71.95

84.05

96.03

***

57.47

70.62

88.47

Dec

2022

60.94

75.95

86.45

96.41

60.50

75.63

86.59

96.51

57.72

72.86

84.89

96.41

38.09

***

***

87.38

Jan

2023

60.07

75.51

86.18

96.28

59.53

75.31

86.24

96.42

***

72.07

83.89

96.18

***

57.63

70.45

88.04

Feb

2023

62.73

77.04

87.01

96.48

62.66

77.19

87.27

96.68

56.36

71.04

83.46

95.85

***

59.80

72.11

88.87

Mar

2023

62.34

76.61

86.69

96.42

62.55

76.86

87.05

96.65

56.25

71.14

83.31

95.83

42.48

61.14

***

88.76

Apr

2023

62.57

76.59

86.62

96.46

62.73

76.99

87.05

96.72

***

70.37

82.76

95.76

***

***

73.00

89.28

May

2023

61.08

75.60

86.10

96.18

60.72

75.53

86.32

96.41

56.02

70.70

82.82

95.61

***

63.75

75.60

90.17

Jun

2023

59.64

74.91

85.60

96.05

59.15

74.85

85.82

96.26

57.61

71.41

83.19

95.77

41.36

***

***

89.55

Jul

2023

59.27

74.53

85.31

95.94

58.77

74.43

85.58

96.20

57.05

70.67

82.56

95.40

***

63.10

75.24

89.88

Aug

2023

59.94

75.25

85.87

96.10

59.80

75.11

86.25

96.40

56.76

70.48

82.62

95.34

***

64.08

76.04

90.15

Sep

2023

60.86

76.00

86.37

96.28

60.95

76.04

86.91

96.60

55.96

70.16

82.40

95.33

44.28

62.45

***

89.62

Table 7.4: Distribution of the Ratio of Aggregate Derivative Notional

to Total Assets, by Fund Type (Percent)

Relies on Form N-PORT, Item C.11. and B.1.a. This fgure excludes fund of funds and removes any

observations without derivative exposure or non-positive total assets.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Percentile

50th

75th

90th

50th

75th

90th

50th

75th

90th

Oct

2022

10.8

59.9

147.6

6.6

137.2

***

15.3

40.0

88.1

Nov

2022

11.0

58.0

154.0

6.8

142.9

284.8

14.1

41.3

84.2

Dec

2022

10.6

60.6

153.1

4.3

131.8

288.5

17.3

45.5

***

Jan

2023

10.9

61.0

161.9

8.0

136.1

282.0

14.8

42.6

90.3

Feb

2023

11.2

61.0

163.2

7.0

134.8

284.5

14.7

48.2

92.9

29

Mar

2023

10.5

59.6

153.2

8.6

140.4

277.0

15.3

45.9

***

Apr

2023

10.1

59.9

154.8

8.2

162.6

281.2

17.3

50.8

84.8

May

2023

11.1

60.1

153.0

7.1

160.9

282.0

19.6

48.9

88.4

Jun

2023

10.3

59.3

149.1

5.9

158.0

274.9

20.2

47.3

***

Jul

2023

10.6

60.6

148.0

9.1

157.6

275.3

19.3

46.8

88.0

Aug

2023

9.9

59.2

148.2

9.8

168.5

279.3

19.4

45.9

80.5

Sep

2023

9.5

59.4

150.5

12.3

166.4

289.2

18.8

46.0

85.2

April 18, 2024

Analytics Ofce

Table 7.5: Aggregate Derivative Notional, by Counterparty ($Billions)

This table relies only on publicly-available information on Form N-PORT, Item C.11 corresponding to

the third month of the fscal quarter of each fund and presents counterparty information (including

central counterparties) by legal identity. This table includes fund of funds and, for derivatives

reported with multiple counterparties, the notional value is divided equally among the

counterparties. Valid LEIs are mapped to their legal name using reference information sourced from

GLEIF. Each legal name in the table below is hyperlinked to the GLEIF website.

Counterparty

CHICAGO MERCANTILE EXCHANGE...

LCH LTD

CHICAGO BOARD OF TRADE

OPTIONS CLEARING CORP

CME GROUP INC

CITIBANK NA

BANK OF AMERICA NA

JPMORGAN CHASE BANK NA

BNP PARIBAS

MORGAN STANLEY CO LLC

INTERCONTINENTAL EXCHANGE INC

UBS AG

GOLDMAN SACHS INTL

STATE STREET BANK

JP MORGAN SECURITIES LLC

BARCLAYS BANK PLC

GOLDMAN SACHS CO LLC

LCHCLEARNET LLC

MORGAN STANLEY CAPITAL... MORGAN

STANLEY CO INTL PLC ROYAL BANK

OF CANADA TORONTODOMINION BANK

LCH GROUP HOLDINGS LTD

CBOE GLOBAL MARKETS INC

UK CLEARING HOUSE LTD

CITIGROUP GLOBAL MARKETS INC

HSBC UK BANK PLC

STANDARD CHARTERED BANK

EUREX CLEARING AG

BANK OF NEW YORK MELLON

HSBC BANK PLC

DEUTSCHE BANK AG

WELLS FARGO BANK NA

GOLDMAN SACHS BANK USA

SOCIETE GENERALE

EUREX FRANKFURT AG

UBS SECURITIES LLC

SOCIETE GENERALE NEW

HSBC BANK USA NA

ICE FUTURES EUROPE

SG AMERICAS SECURITIES LLC

ICE FUTURES US INC COMMONWEALTH

BANK OF AUSTRALIA UBS AG

BOFA SECURITIES INC

BNP PARIBAS SECURITIES CORP

NOMURA GLOBAL FINANCIAL...

MERRILL LYNCH INTL

MERRILL LYNCH PIERCE FENNER...

ICE CLEAR US INC

Other Counterparties

Invalid LEI

Total

Oct

2022

652.9

67.9

395.6

169.8

126.6

100.2

132.5

121.4

59.3

111.4

143.6

79.7

99.7

74.4

60.8

34.3

103.7

59.5

60.6

92.9

27.8

42.1

21.6

28.3

17.5

26.2

39.9

25.2

36.4

7.1

31.5

38.6

13.3

20.1

24.5

2.6

7.6

0.2

10.6

13.1

3.1

14.3

9.5

5.2

16.2

9.5

1.4

10.2

8.0

9.2

208.7

494.8

3,970.9

Nov

2022

632.1

62.2

382.7

167.5

121.8

98.1

131.1

120.7

59.2

108.5

142.1

79.5

97.6

74.5

60.2

33.2

107.0

57.9

60.3

91.9

27.6

43.0

21.7

31.3

15.9

29.2

39.9

25.2

36.1

6.4

31.5

38.4

13.3

19.8

24.7

2.9

7.5

0.2

10.5

11.4

3.1

14.0

9.5

5.0

17.0

9.7

1.4

10.4

8.4

9.6

211.4

489.0

3,912.4

Dec

2022

569.9

64.5

388.2

149.3

134.8

200.6

134.3

123.6

56.5

92.0

121.3

67.8

100.9

86.0

58.4

44.8

79.0

61.2

59.8

64.0

18.2

41.7

18.6

27.1

14.8

29.5

39.8

25.7

29.8

6.8

30.4

32.9

4.3

15.1

12.9

4.6

7.4

0.2

14.2

8.0

2.8

12.8

9.5

5.0

16.5

8.2

1.5

9.7

10.1

7.8

202.2

492.8

3,817.3

Jan

2023

570.7

63.9

384.2

154.7

135.5

203.4

115.9

100.3

49.7

93.0

119.2

62.0

96.6

79.6

61.5

49.6

83.9

64.5

54.0

57.3

13.0

49.4

17.0

25.8

15.2

29.5

44.0

22.3

30.3

14.6

29.4

34.5

28.6

15.2

13.2

5.0

7.0

0.2

14.3

7.6

5.9

12.9

13.1

5.0

16.9

5.6

0.5

9.3

10.6

7.5

201.7

502.1

3,806.5

30

Feb

2023

598.4

62.2

388.0

157.9

137.1

202.5

117.0

103.3

49.4

92.9

117.6

61.8

96.4

79.5

58.8

48.9

80.5

73.6

54.3

57.1

16.6

48.3

17.8

28.6

15.7

32.7

44.0

22.2

29.9

14.4

29.7

34.3

28.6

15.3

12.0

5.7

6.9

0.2

14.3

9.7

5.8

12.5

13.1

5.1

15.4

5.3

0.5

9.3

11.1

7.5

196.1

506.0

3,851.9

Mar

2023

600.2

66.7

400.2

171.7

130.1

280.3

133.3

103.9

54.9

82.2

112.2

73.4

75.8

70.7

60.2

56.0

65.6

83.4

67.2

51.3

26.1

51.3

20.9

26.2

17.5

37.5

44.3

18.7

25.5

14.6

28.0

58.2

28.0

18.1

20.9

3.6

7.4

0.2

12.4

9.5

5.6

11.1

13.1

5.1

14.6

6.1

4.8

9.4

18.3

7.4

195.3

622.3

4,121.2

Apr

2023

612.4

62.0

390.4

165.2

128.9

284.9

129.2

111.2

58.9

84.8

114.0

75.2

73.6

68.0

56.5

55.8

60.6

84.8

81.7

47.0

36.2

47.4

22.3

26.2

24.3

37.9

33.2

24.4

25.3

25.1

27.0

50.2

20.4

18.4

21.1

3.5

7.4

0.2

13.3

9.7

9.6

11.0

5.2

5.1

13.9

8.0

4.8

8.9

18.2

7.0

162.8

628.9

4,102.1

May

2023

612.3

62.4

398.4

164.4

134.3

298.0

131.5

116.1

57.7

88.0

111.8

75.5

75.1

68.8

58.2

56.0

62.9

73.3

81.4

47.5

36.4

47.1

22.1

29.8

25.0

36.9

33.2

24.7

25.9

25.9

26.5

49.8

20.5

18.3

21.8

3.0

7.2

0.2

13.6

9.2

9.7

11.2

5.2

4.9

14.8

8.1

4.8

8.6

17.5

7.3

166.7

640.6

4,150.3

Jun

2023

705.0

556.7

400.8

170.5

147.6

116.0

133.2

132.7

89.9

86.5

108.4

62.0

62.8

73.6

59.8

50.4

64.2

62.4

75.8

34.0

30.2

54.8

39.7

33.5

34.0

36.7

32.9

30.1

25.8

26.6

20.4

25.3

21.2

16.1

17.5

20.9

7.2

0.2

12.5

13.5

9.9

11.5

5.2

4.9

14.5

8.5

1.7

9.0

11.3

7.9

172.4

278.2

4,226.5

Jul

2023

749.1

560.1

374.4

175.4

146.8

122.2

130.7

135.6

110.9

86.4

103.0

67.9

60.8

78.0

59.8

54.3

67.8

61.6

60.6

34.2

27.0

42.8

39.9

33.9

34.0

35.7

27.8

32.2

26.4

27.5

19.5

24.9

19.0

17.1

18.4

21.0

7.2

15.5

13.7

14.6

13.6

11.4

12.5

4.9

13.9

6.6

1.7

8.3

11.7

7.9

182.4

280.7

4,293.8

Aug

2023

738.3

559.9

380.8

176.5

147.4

114.3

131.6

131.5

121.9

90.2

103.9

63.4

72.8

77.4

70.3

64.3

64.1

63.1

61.5

42.6

30.1

42.4

40.4

39.3

34.4

33.2

27.8

32.0

26.6

27.1

19.6

25.1

19.0

16.8

24.9

21.3

7.0

15.5

14.0

15.9

13.7

11.5

12.6

12.4

10.8

6.5

1.7

8.1

12.5

7.7

168.2

243.6

4,297.3

Sep

2023

728.1

464.4

396.1

182.9

150.0

146.2

134.9

127.6

124.8

96.4

92.4

73.0

70.7

70.7

70.4

69.9

66.4

60.9

53.3

48.4

40.1

39.7

38.7

37.1

36.2

30.0

27.9

27.6

27.0

26.6

26.0

25.8

18.9

18.7

18.3

18.1

17.8

15.5

14.6

13.6

13.6

12.7

12.6

12.3

10.6

9.6

8.6

8.1

8.1

7.9

152.9

252.1

4,254.5

April 18, 2024

Analytics Ofce

8

Liquidity Classifcations

8.1

Mutual Funds

Table 8.1: Aggregate Gross Value of Mutual Fund Investments by

Liquidity Classifcation ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) and

liquidity classifcations (Form N-PORT, Item C.7).

Prevalent Asset Class

US Equity

Taxable Bond

Multi-Asset

Global Equity

Municipal Bond

Total

Classifcation

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Total

Oct

2022

9,393

31

6

29

9,459

4,226

92

164

38

4,519

3,668

36

19

12

3,735

2,400

97

7

21

2,525

726

11

8

9

754

20,992

Nov

2022

9,844

37

5

28

9,914

4,326

92

160

37

4,615

3,876

36

18

14

3,944

2,654

115

8

22

2,799

743

11

7

13

775

22,047

Dec

2022

9,270

22

5

28

9,325

4,255

83

151

36

4,525

3,720

35

18

12

3,784

2,537

74

33

22

2,667

729

11

6

10

757

21,059

Jan

2023

9,880

26

7

28

9,942

4,350

90

147

37

4,623

3,923

36

17

13

3,988

2,731

109

9

23

2,872

757

10

6

12

786

22,211

31

Feb

2023

9,609

22

5

27

9,664

4,303

85

140

37

4,564

3,800

36

15

13

3,864

2,632

111

5

21

2,769

741

10

5

13

769

21,631

Mar

2023

9,786

20

5

28

9,839

4,390

88

144

38

4,660

3,869

34

17

12

3,932

2,689

107

20

28

2,844

749

11

5

12

777

22,052

Apr

2023

9,855

24

6

28

9,912

4,399

91

131

34

4,655

3,900

39

16

11

3,966

2,600

230

20

23

2,874

752

11

5

11

779

22,186

May

2023

9,799

24

5

28

9,856

4,386

84

128

33

4,632

3,836

35

16

13

3,899

2,649

103

13

22

2,787

742

10

5

11

768

21,942

Jun

2023

10,389

18

6

29

10,442

4,392

80

129

34

4,635

3,955

33

15

13

4,016

2,813

72

12

24

2,921

746

10

5

11

773

22,786

Jul

2023

10,706

24

5

30

10,764

4,417

84

131

35

4,666

4,033

32

16

12

4,093

2,844

126

20

24

3,014

751

11

5

12

779

23,315

Aug

2023

10,437

21

7

30

10,495

4,403

80

131

33

4,647

3,931

34

15

12

3,992

2,784

80

15

23

2,902

740

10

5

12

766

22,803

Sep

2023

9,926

22

7

29

9,983

4,333

81

131

37

4,582

3,784

30

17

14

3,844

2,552

154

31

49

2,786

713

10

4

12

739

21,934

April 18, 2024

Analytics Ofce

Table 8.2: Aggregate Net Assets of Mutual Funds Reporting Illiquid

Gross Positions, by Prevalent Asset Class and Binned by

Fraction of Net Assets Classifed as Illiquid ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and liquidity classifcations (Form N-PORT, Item C.7). See

the appendix for a review of interval notation used here.

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Multi-Asset

Municipal Bond

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Oct

2022

3,195

449

125

2,365

504

133

1,358

498

40

1,489

38

93

255

117

32

Nov

2022

3,348

436

103

2,331

511

117

1,518

549

41

1,589

58

93

388

159

44

Dec

2022

3,811

423

101

2,275

525

128

1,420

527

42

1,513

55

88

405

115

33

Jan

2023

4,130

461

98

2,433

522

99

1,644

546

14

1,589

67

80

396

148

54

Feb

2023

4,028

421

97

2,396

518

100

1,607

530

18

1,560

60

83

388

139

59

Mar

2023

4,334

440

94

2,356

572

144

1,482

604

20

1,571

48

87

398

164

36

Apr

2023

4,268

442

94

2,370

546

113

1,555

548

14

1,601

51

78

401

145

53

May

2023

4,381

442

92

2,357

560

103

1,615

542

22

1,579

40

90

388

166

34

Jun

2023

4,519

486

82

2,409

555

124

1,591

567

20

1,575

52

90

413

152

34

Jul

2023

4,640

503

83

2,395

566

120

1,771

579

18

1,593

45

91

403

161

34

Aug

2023

4,612

528

81

2,419

522

118

1,591

601

20

1,572

48

86

406

160

39

Sep

2023

4,455

520

73

2,335

577

131

1,273

610

251

1,514

51

101

401

147

37

Table 8.3: Number of Mutual Funds Reporting Illiquid Gross Positions,

by Prevalent Asset Class and Binned by Fraction of Net

Assets Classifed as Illiquid

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and liquidity classifcations (Form N-PORT, Item C.7). See

the appendix for a review of interval notation used here.

Prevalent Asset Class

Taxable Bond

US Equity

Global Equity

Multi-Asset

Municipal Bond

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Oct

2022

780

144

55

512

80

27

504

65

19

329

39

42

173

63

19

Nov

2022

780

145

49

528

80

23

511

56

21

334

33

42

180

65

18

Dec

2022

757

138

56

555

77

26

492

58

18

326

33

42

174

69

15

32

Jan

2023

758

144

46

565

73

25

519

57

17

339

30

38

176

66

15

Feb

2023

756

146

47

584

68

25

581

50

17

327

28

44

181

65

17

Mar

2023

772

151

49

615

61

25

492

52

20

332

26

38

180

64

17

Apr

2023

766

141

44

562

67

26

483

47

20

316

24

34

179

61

16

May

2023

758

155

46

572

57

24

532

49

23

316

23

38

174

69

14

Jun

2023

769

151

48

562

60

22

485

53

16

307

26

37

180

60

13

Jul

2023

769

142

49

555

65

19

541

63

16

310

24

36

178

60

15

Aug

2023

754

149

43

587

66

21

496

58

22

302

27

36

176

64

18

Sep

2023

746

164

60

602

71

21

436

97

108

302

32

43

177

58

19

April 18, 2024

8.2

Analytics Ofce

ETFs

Table 8.4: Aggregate Gross Value of ETF Investments by Liquidity

Classifcation ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) and

liquidity classifcations (Form N-PORT, Item C.7). This table does not generally cover in-kind ETFs

as defned in Rule 22e-4 under the Investment Company Act of 1940 (17 CFR 270.22e-4).

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Municipal Bond

Multi-Asset

Total

Classifcation

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Total

Oct

2022

2,613

1

0

1

2,615

1,059

5

13

2

1,078

665

13

1

6

685

77

0

0

0

77

82

1

0

0

83

4,538

Nov

2022

2,760

1

0

2

2,762

1,099

5

13

1

1,119

758

16

2

8

785

84

0

0

0

84

80

1

0

0

81

4,831

Dec

2022

2,621

0

0

0

2,622

1,099

2

13

1

1,115

751

7

5

7

770

86

0

1

0

87

75

0

0

1

76

4,670

Jan

2023

2,800

1

0

1

2,802

1,153

3

14

2

1,172

827

14

1

7

850

89

0

1

0

90

77

1

0

0

78

4,992

Feb

2023

2,732

1

0

0

2,733

1,132

3

13

3

1,150

793

15

1

7

816

87

0

1

0

87

72

1

0

0

73

4,860

Mar

2023

2,753

1

0

1

2,755

1,179

4

12

1

1,196

811

14

2

8

835

89

0

1

0

90

74

1

0

0

75

4,950

Apr

2023

2,776

1

0

1

2,777

1,196

3

12

1

1,212

804

30

2

7

844

90

0

1

0

90

71

1

0

0

72

4,994

May

2023

2,762

1

0

1

2,763

1,203

3

11

1

1,218

797

15

2

7

821

89

1

0

0

90

72

1

0

0

73

4,966

Jun

2023

2,971

1

0

0

2,973

1,208

4

11

2

1,224

841

9

1

7

858

90

1

0

0

92

77

1

0

0

78

5,225

Jul

2023

3,111

1

0

1

3,112

1,218

4

12

1

1,235

875

19

2

7

904

92

1

0

0

94

84

1

0

0

85

5,430

Aug

2023

3,060

1

0

1

3,062

1,205

4

12

1

1,221

842

12

2

7

862

92

1

0

0

94

88

1

0

0

89

5,329

Sep

2023

2,925

1

0

1

2,927

1,181

4

17

3

1,204

766

44

2

23

835

91

1

0

0

93

79

1

0

0

80

5,137

Table 8.5: Aggregate Net Assets of ETFs Reporting Illiquid Gross

Positions, by Prevalent Asset Class and Binned by Fraction

of Net Assets Classifed as Illiquid ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and liquidity classifcations (Form N-PORT, Item C.7). See

the appendix for a review of interval notation used here.

Prevalent Asset Class

US Equity

Global Equity

Taxable Bond

Municipal Bond

Multi-Asset

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Oct

2022

785

***

***

469

120

***

541

***

***

***

***

***

8

***

***

Nov

2022

904

***

***

487

***

***

579

***

***

***

***

***

***

***

***

Dec

2022

1,194

***

***

494

***

***

565

***

***

***

***

***

7

***

***

Jan

2023

1,312

***

***

553

***

***

665

***

***

***

***

***

8

***

***

33

Feb

2023

1,273

***

***

590

132

***

587

***

***

***

***

***

9

***

***

Mar

2023

1,224

***

***

532

137

***

674

***

***

***

***

***

7

***

***

Apr

2023

1,287

***

***

515

***

***

540

***

***

***

***

***

8

***

***

May

2023

1,333

***

***

554

141

***

625

3

***

***

***

***

9

***

***

Jun

2023

1,457

***

***

513

139

***

639

8

***

***

***

***

8

***

***

Jul

2023

1,465

***

***

540

***

***

553

***

***

***

***

***

7

***

***

Aug

2023

1,487

***

***

571

***

***

511

***

***

***

***

***

***

***

***

Sep

2023

1,423

***

***

391

215

108

400

***

***

***

***

***

8

***

***

April 18, 2024

Analytics Ofce

Table 8.6: Number of ETFs Reporting Illiquid Gross Positions, by

Prevalent Asset Class and Binned by Fraction of Net Assets

Classifed as Illiquid

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and liquidity classifcations (Form N-PORT, Item C.7). See

the appendix for a review of interval notation used here.

Prevalent Asset Class

Global Equity

US Equity

Taxable Bond

Municipal Bond

Multi-Asset

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Oct

2022

190

15

***

88

***

***

104

***

***

***

***

***

10

***

***

Nov

2022

185

***

***

96

***

***

110

***

***

***

***

***

***

***

***

Dec

2022

182

***

***

100

***

***

100

***

***

***

***

***

9

***

***

34

Jan

2023

186

***

***

97

***

***

106

***

***

***

***

***

10

***

***

Feb

2023

214

11

***

101

***

***

101

***

***

***

***

***

11

***

***

Mar

2023

189

13

***

99

***

***

130

***

***

***

***

***

11

***

***

Apr

2023

174

***

***

96

***

***

102

***

***

***

***

***

12

***

***

May

2023

192

12

***

106

***

***

107

10

***

***

***

***

14

***

***

Jun

2023

165

9

***

106

***

***

109

15

***

***

***

***

13

***

***

Jul

2023

173

***

***

102

***

***

103

***

***

***

***

***

12

***

***

Aug

2023

174

***

***

104

***

***

98

***

***

***

***

***

***

***

***

Sep

2023

147

31

36

115

***

***

100

***

***

***

***

***

9

***

***

April 18, 2024

Analytics Ofce

9

Fair Value Levels8

9.1

Mutual Funds

Table 9.1: Aggregate Gross Value of Mutual Fund Investments, by

Prevalent Asset Class and Fair Value Level ($Billions)

This table includes fund of funds, relies upon value reported (Form N-PORT, Item C.2.c) and

aggregates by fair value level (Form N-PORT, Item C.8).

Prevalent Asset Class

US Equity

Taxable Bond

Multi-Asset

Global Equity

Municipal Bond

Total

8

Fair Value Level

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Total

Oct

2022

9,340

120

23

27

9,509

280

4,224

32

3

4,539

2,838

698

6

212

3,754

1,403

1,242

4

5

2,655

15

738

***

***

754

21,212

Nov

2022

9,733

186

23

26

9,967

257

4,343

31

3

4,634

2,925

800

6

234

3,964

906

2,023

4

5

2,938

15

759

***

***

775

22,278

Dec

2022

9,163

166

22

25

9,376

238

4,279

25

2

4,545

2,800

777

6

223

3,805

1,039

1,755

4

4

2,801

12

744

***

***

757

21,283

Jan

2023

9,758

187

23

26

9,994

253

4,361

26

2

4,643

2,953

815

6

235

4,009

976

2,026

4

4

3,010

15

770

***

***

786

22,441

Feb

2023

9,542

123

24

27

9,716

253

4,301

26

3

4,583

2,933

718

5

228

3,885

1,566

1,329

5

5

2,904

14

755

***

***

769

21,858

Mar

2023

9,658

186

23

27

9,894

239

4,411

26

3

4,679

2,919

803

5

229

3,957

1,030

1,943

4

6

2,983

13

763

***

***

777

22,289

Apr

2023

9,727

189

23

27

9,966

258

4,387

26

3

4,675

2,950

800

6

231

3,987

1,043

1,960

5

6

3,014

13

765

***

***

779

22,420

May

2023

9,734

127

23

27

9,911

257

4,367

25

2

4,651

2,971

717

5

227

3,921

1,577

1,342

4

0

2,923

11

756

***

***

768

22,174

Jun

2023

10,274

176

23

28

10,501

247

4,378

27

2

4,654

3,013

786

6

235

4,041

1,194

1,862

4

5

3,065

10

762

***

***

773

23,033

Jul

2023

10,651

123

23

27

10,824

253

4,407

24

2

4,685

3,149

718

6

242

4,116

1,750

1,401

5

4

3,160

11

766

***

***

779

23,564

Aug

2023

10,391

117

23

26

10,556

252

4,387

24

2

4,666

3,059

714

6

237

4,016

1,688

1,348

4

4

3,045

10

755

***

***

766

23,050

Sep

2023

9,827

166

22

25

10,040

260

4,314

23

2

4,601

2,874

762

6

227

3,869

1,171

1,742

5

4

2,922

9

729

***

***

739

22,170

See U.S. Generally Accepted Accounting Principles (ASC 820, Fair Value Measurement) for more information.

35

April 18, 2024

Analytics Ofce

Table 9.2: Aggregate Net Assets of Mutual Funds Reporting Gross Level

Three Positions, by Prevalent Asset Class and Binned by

Fraction of Net Assets Classifed as Level Three

($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and fair value level (Form N-PORT, Item C.8). See the

appendix for a review of interval notation used here.

Prevalent Asset Class

US Equity

Global Equity

Taxable Bond

Multi-Asset

Municipal Bond

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Oct

2022

2,779

389

85

1,808

16

3

1,493

285

187

1,088

17

55

215

***

***

Nov

2022

2,960

407

69

1,963

16

3

1,490

283

182

1,142

31

39

222

***

***

Dec

2022

3,416

380

***

1,892

13

***

1,400

280

163

1,118

***

44

207

***

0

Jan

2023

3,667

416

57

2,079

9

***

1,521

303

116

1,185

33

37

218

***

***

Feb

2023

3,687

371

91

2,005

40

3

1,486

260

155

1,164

23

35

217

***

***

Mar

2023

3,701

***

***

1,979

43

***

1,506

259

172

1,163

***

37

221

***

0

Apr

2023

3,712

397

71

2,045

20

3

1,638

260

158

1,186

17

39

248

***

***

May

2023

3,786

407

67

2,027

17

6

1,673

300

118

1,164

23

28

264

***

***

Jun

2023

4,002

***

***

2,115

***

***

1,566

330

119

1,194

***

38

248

***

***

Jul

2023

4,169

449

63

2,188

***

***

2,063

333

98

1,139

35

40

228

***

***

Aug

2023

4,058

451

47

2,051

35

3

1,571

323

115

1,148

30

36

342

***

***

Sep

2023

3,936

411

***

1,953

61

***

1,566

297

116

1,135

***

50

218

***

***

Table 9.3: Number of Mutual Funds Reporting Gross Level Three

Positions, by Prevalent Asset Class and Binned by Fraction

of Net Assets Classifed as Level Three

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and fair value level (Form N-PORT, Item C.8). See the

appendix for a review of interval notation used here.

Prevalent Asset Class

Taxable Bond

US Equity

Global Equity

Multi-Asset

Municipal Bond

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Oct

2022

500

78

46

379

43

15

400

11

6

232

12

22

84

***

***

Nov

2022

483

79

43

385

44

13

374

9

8

227

16

14

84

***

***

Dec

2022

466

81

39

405

45

***

368

9

***

227

***

19

80

***

0

36

Jan

2023

494

76

31

413

44

14

378

8

***

233

16

18

80

***

***

Feb

2023

501

72

31

442

39

25

404

9

7

243

11

19

85

***

***

Mar

2023

481

79

34

415

***

***

356

9

***

222

***

18

86

***

0

Apr

2023

503

74

28

416

42

21

366

10

7

221

10

20

94

***

***

May

2023

541

75

29

420

38

15

377

8

8

218

10

9

81

***

***

Jun

2023

528

82

31

417

***

***

369

***

***

213

***

16

80

***

***

Jul

2023

502

78

30

427

41

17

404

***

***

200

14

21

82

***

***

Aug

2023

503

81

28

433

45

15

384

9

5

193

15

16

92

***

***

Sep

2023

511

74

28

430

42

***

384

10

***

197

***

19

89

***

***

April 18, 2024

9.2

Analytics Ofce

ETFs

Table 9.4: Aggregate Gross Value of ETF Investments, by Prevalent Asset

Class and Fair Value Level ($Billions)

This table includes fund of funds, relies upon value reported (Form N-PORT, Item C.2.c) and

aggregates by fair value level (Form N-PORT, Item C.8).

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Multi-Asset

Municipal Bond

Total

Fair Value Level

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Total

Oct

2022

3,952

44

0

4

4,000

58

1,119

0

0

1,177

332

634

0

1

966

73

39

0

0

112

1

92

***

***

93

6,349

Nov

2022

4,185

44

0

3

4,232

56

1,165

0

0

1,222

359

744

0

1

1,104

75

36

0

1

111

1

100

***

***

101

6,770

Dec

2022

3,952

43

0

2

3,998

56

1,161

0

0

1,217

345

735

0

1

1,081

72

33

0

0

106

1

103

***

***

104

6,506

Jan

2023

4,215

46

0

3

4,264

62

1,218

0

0

1,280

392

800

0

1

1,193

79

30

0

0

109

1

106

***

***

107

6,953

37

Feb

2023

4,095

44

0

3

4,143

62

1,193

0

0

1,255

385

762

1

1

1,149

76

26

0

0

103

1

103

***

***

104

6,753

Mar

2023

4,158

44

0

4

4,206

67

1,240

0

0

1,307

391

785

0

1

1,177

81

24

0

0

105

1

105

***

***

106

6,900

Apr

2023

4,195

46

0

4

4,245

73

1,258

0

0

1,331

394

800

0

1

1,194

79

22

0

0

102

1

106

***

***

106

6,979

May

2023

4,195

44

0

3

4,242

72

1,257

0

0

1,329

386

770

0

1

1,157

79

22

0

0

101

0

105

***

***

106

6,936

Jun

2023

4,502

50

0

4

4,556

58

1,279

0

0

1,337

403

803

0

1

1,207

84

25

0

1

110

0

107

***

***

108

7,317

Jul

2023

4,703

55

0

4

4,761

60

1,288

0

0

1,349

434

829

0

1

1,265

90

27

0

0

118

0

109

***

***

110

7,602

Aug

2023

4,602

53

0

4

4,659

63

1,275

0

0

1,338

415

792

0

1

1,208

89

32

0

0

121

1

109

***

***

109

7,435

Sep

2023

4,403

51

0

4

4,459

58

1,265

0

0

1,323

403

764

0

1

1,168

79

30

0

0

109

0

107

***

***

107

7,167

April 18, 2024

Analytics Ofce

Table 9.5: Aggregate Net Assets of ETFs Reporting Gross Level Three

Positions, by Prevalent Asset Class and Binned by Fraction

of Net Assets Classifed as Level Three ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and fair value level (Form N-PORT, Item C.8). See the

appendix for a review of interval notation used here.

Prevalent Asset Class

US Equity

Global Equity

Taxable Bond

Multi-Asset

Municipal Bond

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Oct

2022

633

0

0

730

1

0

120

0

1

0

0

0

0

***

***

Nov

2022

687

0

0

781

1

0

110

0

1

0

0

0

0

***

***

Dec

2022

1,085

0

***

765

1

***

89

0

0

0

***

0

0

***

0

Jan

2023

1,184

0

0

874

1

***

92

0

0

1

0

0

0

***

***

Feb

2023

1,281

0

0

894

1

0

92

0

0

2

0

0

0

***

***

Mar

2023

1,170

***

***

822

1

***

62

1

0

2

***

0

0

***

0

Apr

2023

1,178

0

0

868

0

0

91

0

0

2

0

0

0

***

***

May

2023

1,261

0

0

841

1

0

97

1

0

3

0

0

0

***

***

Jun

2023

1,391

***

***

838

***

***

76

0

0

2

***

0

0

***

***

Jul

2023

1,438

0

0

879

***

***

177

1

0

1

0

0

0

***

***

Aug

2023

1,434

0

0

872

1

0

78

1

0

2

0

0

0

***

***

Sep

2023

1,496

0

***

851

0

***

77

1

0

2

***

0

0

***

***

Table 9.6: Number of ETFs Reporting Gross Level Three Positions, by

Prevalent Asset Class and Binned by Fraction of Net Assets

Classifed as Level Three

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and fair value level (Form N-PORT, Item C.8). See the

appendix for a review of interval notation used here.

Prevalent Asset Class

Global Equity

US Equity

Taxable Bond

Multi-Asset

Municipal Bond

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Oct

2022

180

3

1

57

1

0

36

1

5

4

0

1

1

***

***

Nov

2022

174

3

1

61

0

0

35

1

4

3

0

1

1

***

***

Dec

2022

180

4

***

73

0

***

35

2

3

5

***

0

1

***

0

38

Jan

2023

171

3

***

71

1

0

38

0

3

7

0

0

1

***

***

Feb

2023

193

4

1

81

1

1

39

2

2

9

0

0

1

***

***

Mar

2023

173

6

***

77

***

***

35

5

1

8

***

0

1

***

0

Apr

2023

170

5

1

77

0

1

38

1

2

8

0

0

1

***

***

May

2023

173

4

0

81

0

0

39

3

2

10

0

0

1

***

***

Jun

2023

165

***

***

85

***

***

43

3

4

7

***

4

1

***

***

Jul

2023

155

***

***

82

2

0

43

3

2

6

0

0

2

***

***

Aug

2023

153

3

0

95

1

0

43

2

2

5

0

1

1

***

***

Sep

2023

167

2

***

105

1

***

42

4

2

5

***

0

1

***

***

April 18, 2024

9.3

Analytics Ofce

Closed-End Funds

Table 9.7: Aggregate Gross Value of Closed-End Fund Investments, by

Prevalent Asset Class and Fair Value Level ($Billions)

This table includes fund of funds, relies upon value reported (Form N-PORT, Item C.2.c) and

aggregates by fair value level (Form N-PORT, Item C.8).

Prevalent Asset Class

Taxable Bond

Multi-Asset

US Equity

Municipal Bond

Global Equity

Total

Fair Value Level

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Total

Oct

2022

7

108

40

4

158

27

16

21

47

112

75

4

3

0

83

1

82

***

***

84

16

8

1

0

25

461

Nov

2022

7

107

38

4

155

27

18

22

46

113

79

5

4

1

88

1

86

***

***

87

15

11

1

0

27

470

Dec

2022

7

108

36

4

153

25

16

22

46

109

73

5

3

1

82

1

85

***

***

86

15

9

1

0

26

456

Jan

2023

7

109

36

4

155

26

17

23

47

112

80

5

3

1

90

1

88

***

***

89

15

11

1

0

27

473

39

Feb

2023

6

109

36

4

155

25

15

23

47

110

77

5

3

1

86

1

85

***

***

86

16

9

1

0

26

462

Mar

2023

7

108

36

4

154

24

15

22

48

109

78

4

4

1

88

1

85

***

***

86

14

11

1

0

26

463

Apr

2023

6

107

38

4

156

24

15

23

47

109

77

5

4

1

87

1

85

***

***

86

15

11

1

0

26

464

May

2023

6

105

37

4

152

24

15

23

47

109

76

5

4

2

87

1

84

***

***

85

16

9

1

0

25

459

Jun

2023

6

107

39

4

155

25

15

23

48

111

80

5

4

2

91

1

85

***

***

86

15

10

1

0

26

469

Jul

2023

6

108

40

4

158

26

15

24

47

112

82

5

5

2

93

1

85

***

***

86

17

9

1

0

27

476

Aug

2023

6

108

41

4

158

27

15

25

47

113

79

4

5

2

90

2

84

***

***

86

16

9

1

0

26

472

Sep

2023

5

109

42

4

160

26

14

25

49

113

73

4

5

2

84

1

80

***

***

82

15

9

1

0

24

464

April 18, 2024

Analytics Ofce

Table 9.8: Aggregate Net Assets of Closed-End Funds Reporting Gross

Level Three Positions, by Prevalent Asset Class and Binned

by Fraction of Net Assets Classifed as Level Three

($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and fair value level (Form N-PORT, Item C.8). See the

appendix for a review of interval notation used here.

Prevalent Asset Class

Taxable Bond

Multi-Asset

US Equity

Municipal Bond

Global Equity

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Oct

2022

21

3

55

13

8

32

9

2

13

20

***

***

4

0

2

Nov

2022

20

6

54

13

8

33

11

2

14

22

***

***

5

0

2

Dec

2022

21

3

55

15

***

32

14

2

***

21

***

0

4

0

***

Jan

2023

20

5

56

15

7

34

12

3

14

22

***

***

5

0

***

Feb

2023

19

8

54

13

6

34

12

3

14

21

***

***

4

0

2

Mar

2023

20

8

54

13

***

33

12

***

***

22

***

0

7

0

***

Apr

2023

21

7

56

13

7

33

14

2

15

22

***

***

5

0

2

May

2023

22

10

55

13

7

33

12

2

15

22

***

***

7

0

2

Jun

2023

20

10

56

10

***

34

11

***

***

23

***

***

4

***

***

Jul

2023

20

7

59

11

7

36

15

2

16

22

***

***

5

***

***

Aug

2023

19

10

59

13

7

36

13

2

16

20

***

***

5

0

2

Sep

2023

18

9

60

12

***

36

11

3

***

19

***

***

4

0

***

Table 9.9: Number of Closed-End Funds Reporting Gross Level Three

Positions, by Prevalent Asset Class and Binned by Fraction

of Net Assets Classifed as Level Three

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and fair value level (Form N-PORT, Item C.8). See the

appendix for a review of interval notation used here.

Prevalent Asset Class

Taxable Bond

Multi-Asset

US Equity

Municipal Bond

Global Equity

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Oct

2022

52

11

80

19

11

44

11

3

17

20

***

***

12

2

2

Nov

2022

53

15

78

20

11

42

12

3

18

20

***

***

12

2

2

Dec

2022

52

11

82

23

***

44

14

3

***

20

***

1

12

2

***

40

Jan

2023

51

17

78

25

6

46

12

4

17

19

***

***

12

2

***

Feb

2023

49

18

78

23

7

46

12

4

17

18

***

***

12

2

2

Mar

2023

49

16

81

21

***

47

13

***

***

20

***

1

14

2

***

Apr

2023

59

19

76

22

7

45

14

3

18

20

***

***

13

2

2

May

2023

61

19

80

22

8

44

13

3

18

21

***

***

15

1

3

Jun

2023

58

20

83

17

***

43

12

***

***

22

***

***

13

***

***

Jul

2023

53

17

86

16

9

44

14

3

19

21

***

***

13

***

***

Aug

2023

52

20

83

18

9

44

15

3

19

20

***

***

14

1

3

Sep

2023

48

21

81

19

***

46

12

5

***

20

***

***

13

2

***

April 18, 2024

10

Analytics Ofce

Interest Rate Risk9

Table 10.1: Aggregate Interest Rate Risk, by Prevalent Asset Class and

Fund Type ($Billions)

This table includes fund of funds, relies upon DV100 reported (Form N-PORT, Item B.3.b). The

aggregates are comprised of gross values trimmed at the 99th percentile relative to net assets.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Prevalent Asset Class

Taxable Bond

Municipal Bond

Multi-Asset

US Equity

Global Equity

Subtotal

Taxable Bond

Municipal Bond

Multi-Asset

US Equity

Global Equity

Subtotal

Taxable Bond

Municipal Bond

Multi-Asset

US Equity

Global Equity

Subtotal

Total

Oct

2022

175.8

43.9

30.9

0.2

0.0

250.9

62.3

5.4

0.3

***

***

68.0

3.1

1.6

0.5

***

***

5.2

324.1

Nov

2022

182.9

44.2

32.2

***

***

259.5

66.3

5.8

0.3

***

***

72.4

3.1

3.3

0.5

***

***

6.9

338.8

Dec

2022

179.6

44.6

31.6

***

***

256.0

65.2

6.0

0.3

***

***

71.5

3.1

3.0

0.5

***

***

6.6

334.1

Jan

2023

185.0

45.5

32.5

0.2

0.0

263.1

69.0

6.1

0.3

***

***

75.5

3.2

4.6

0.5

***

***

8.4

347.0

Feb

2023

184.8

44.4

32.9

***

***

262.3

66.3

6.0

0.3

***

***

72.6

3.2

3.6

0.4

***

***

7.3

342.2

Mar

2023

188.7

45.1

32.9

***

***

266.9

69.6

6.1

0.3

***

***

76.1

3.1

3.7

0.4

***

***

7.3

350.3

Apr

2023

189.7

45.3

32.9

0.3

0.0

268.1

70.3

6.1

0.3

***

***

76.8

3.1

5.0

0.4

***

***

8.5

353.4

May

2023

190.0

44.9

33.8

***

***

269.1

69.7

6.0

0.3

***

***

76.0

3.0

4.4

0.4

***

***

7.9

353.0

Jun

2023

192.2

45.1

34.0

***

***

271.5

70.6

6.1

0.3

***

***

77.0

3.0

4.7

0.4

0.0

0.0

8.2

356.7

Jul

2023

193.9

45.3

34.0

0.2

0.0

273.5

71.5

6.2

0.3

***

***

78.1

3.1

5.0

0.3

***

***

8.5

360.1

Aug

2023

192.1

45.7

33.8

***

***

271.8

70.5

6.4

0.3

***

***

77.2

3.0

3.5

0.4

***

***

7.0

356.0

Sep

2023

185.8

45.4

32.3

0.2

0.0

263.8

68.2

6.5

0.3

***

***

75.0

3.0

1.7

0.4

0.0

0.0

5.3

344.1

Table 10.2: Aggregate Interest Rate Risk, by Prevalent Asset Class and

Fund Type (Percent of Aggregate NAV)

This table includes fund of funds, relies upon DV100 reported (Form N-PORT, Item B.3.b). The

aggregates are comprised of gross values trimmed at the 99th percentile relative to net assets.

Fund Type

ETF

Closed-End Fund

Mutual Fund

Prevalent Asset Class

Municipal Bond

Taxable Bond

US Equity

Multi-Asset

Global Equity

Municipal Bond

Taxable Bond

Multi-Asset

US Equity

Global Equity

Municipal Bond

Taxable Bond

Multi-Asset

US Equity

Global Equity

Oct

2022

5.71

4.43

***

1.76

***

8.94

3.46

1.98

***

***

6.01

4.75

1.97

0.65

0.21

Nov

2022

5.61

4.56

***

1.54

***

10.11

3.40

2.00

***

***

5.87

4.83

1.97

***

***

Dec

2022

5.59

4.51

***

1.74

***

9.95

3.47

2.10

***

***

6.07

4.83

2.01

***

***

Jan

2023

5.56

4.60

***

2.10

***

10.60

3.50

2.07

***

***

5.96

4.81

1.98

0.48

0.00

Feb

2023

5.61

4.48

***

2.89

***

10.06

3.46

1.92

***

***

5.93

4.87

2.05

***

***

Mar

2023

5.59

4.56

***

2.87

***

10.20

3.39

1.82

***

***

5.97

4.92

2.02

***

***

Apr

2023

5.61

4.56

***

3.04

***

10.86

3.39

1.70

***

***

5.98

4.93

2.01

0.60

0.00

May

2023

5.50

4.52

***

2.95

***

10.66

3.32

1.76

***

***

6.00

4.97

2.11

***

***

Jun

2023

5.48

4.56

***

2.69

***

10.72

3.24

1.72

0.86

0.67

5.98

5.01

2.07

***

***

Jul

2023

5.52

4.57

***

2.60

***

10.88

3.23

1.62

***

***

5.98

5.02

2.04

0.22

0.38

Aug

2023

5.66

4.49

***

2.79

***

10.52

3.12

1.71

***

***

6.11

4.98

2.07

***

***

Sep

2023

5.84

4.44

***

2.78

***

9.24

3.14

1.89

1.65

0.74

6.29

4.93

2.05

0.67

0.27

9

When not presenting individual maturities we aggregate DV100 values across all maturities reported. Aggregate NAV

used as denominator in percentage calculations only includes funds reporting DV100 in the given categories.

41

April 18, 2024

Analytics Ofce

Table 10.3: Aggregate Interest Rate Risk, by Currency and Maturity

($Billions)

This table includes fund of funds, relies upon DV100 reported (Form N-PORT, Item B.3.b). The

aggregates are comprised of gross values trimmed at the 99th percentile relative to net assets.

Currency

USD

EUR

JPY

GBP

CAD

Other

Total

Maturity

3M

1Y

5Y

10Y

30Y

Subtotal

3M

1Y

5Y

10Y

30Y

Subtotal

3M

1Y

5Y

10Y

30Y

Subtotal

3M

1Y

5Y

10Y

30Y

Subtotal

3M

1Y

5Y

10Y

30Y

Subtotal

3M

1Y

5Y

10Y

30Y

Subtotal

Total

Oct

2022

4.0

31.6

97.1

102.5

62.0

297.2

0.5

1.1

3.6

3.7

2.1

11.0

0.1

0.2

1.4

2.5

1.9

6.1

0.1

0.2

0.4

0.9

0.7

2.4

0.1

0.2

0.4

0.5

0.3

1.4

0.1

1.0

2.2

2.0

0.7

6.0

324.1

Nov

2022

3.6

32.8

101.4

106.1

67.0

310.9

0.4

1.2

3.8

4.0

2.4

11.8

0.1

0.2

1.5

2.5

1.8

6.2

0.1

0.3

0.5

1.0

0.7

2.5

0.0

0.2

0.4

0.5

0.3

1.4

0.1

1.0

2.2

2.1

0.7

6.0

338.8

Dec

2022

4.0

32.1

99.5

105.4

65.7

306.8

0.8

1.2

3.7

3.8

2.0

11.6

0.2

0.2

1.5

2.6

1.9

6.3

0.1

0.3

0.4

0.9

0.6

2.3

0.1

0.2

0.3

0.4

0.3

1.3

0.2

0.9

2.1

2.0

0.7

5.9

334.1

Jan

2023

3.9

34.1

104.0

107.9

69.2

319.0

0.7

1.3

3.8

4.0

2.2

11.9

0.2

0.2

1.6

2.6

1.9

6.4

0.1

0.2

0.4

0.8

0.7

2.2

0.0

0.1

0.4

0.5

0.3

1.3

0.1

0.9

2.1

2.2

0.7

6.1

347.0

Feb

2023

4.3

34.5

101.9

106.3

67.8

314.8

0.6

1.3

3.7

4.0

2.0

11.7

0.1

0.2

1.5

2.4

1.9

6.1

0.1

0.3

0.5

0.9

0.6

2.4

0.1

0.1

0.3

0.4

0.3

1.3

0.1

0.9

2.1

2.1

0.7

5.9

342.2

42

Mar

2023

4.5

35.1

103.9

108.2

70.4

322.2

0.4

1.3

3.8

4.2

2.2

12.0

0.2

0.2

1.6

2.6

2.0

6.5

0.1

0.2

0.5

0.9

0.7

2.4

0.0

0.1

0.3

0.4

0.3

1.2

0.1

0.9

2.1

2.2

0.7

6.0

350.3

Apr

2023

4.1

35.4

104.6

109.4

71.2

324.7

0.5

1.4

4.0

4.4

2.2

12.4

0.1

0.2

1.6

2.5

2.0

6.4

0.1

0.2

0.6

0.9

0.7

2.5

0.0

0.1

0.3

0.4

0.3

1.2

0.1

0.9

2.1

2.3

0.7

6.2

353.4

May

2023

4.7

36.7

105.5

108.8

69.2

324.8

0.6

1.3

3.9

4.1

2.1

12.0

0.1

0.2

1.6

2.4

1.9

6.2

0.1

0.3

0.6

1.0

0.6

2.6

0.1

0.1

0.3

0.4

0.3

1.3

0.1

0.8

2.1

2.3

0.7

6.1

353.0

Jun

2023

4.6

36.8

106.4

109.7

69.8

327.3

0.7

1.3

3.9

4.4

2.2

12.6

0.1

0.2

1.5

2.4

1.9

6.2

0.1

0.3

0.6

1.0

0.7

2.7

0.1

0.2

0.4

0.5

0.3

1.4

0.2

0.8

2.1

2.5

0.8

6.4

356.7

Jul

2023

4.4

36.8

108.2

111.4

69.9

330.6

0.8

1.3

4.1

4.5

2.2

12.8

0.1

0.2

1.4

2.3

1.9

5.9

0.1

0.3

0.6

1.0

0.7

2.7

0.1

0.2

0.4

0.4

0.3

1.4

0.2

0.9

2.2

2.6

0.8

6.6

360.1

Aug

2023

4.5

36.3

107.0

110.7

68.6

327.1

0.6

1.3

4.1

4.4

2.2

12.6

0.1

0.2

1.4

2.2

1.8

5.6

0.1

0.3

0.6

1.0

0.7

2.7

0.1

0.3

0.4

0.4

0.3

1.4

0.2

0.9

2.3

2.4

0.8

6.6

356.0

Sep

2023

5.2

35.1

104.6

106.7

63.9

315.6

1.2

1.2

4.1

4.1

2.1

12.7

0.1

0.2

1.3

2.1

1.7

5.4

0.2

0.2

0.6

0.9

0.6

2.4

0.1

0.3

0.4

0.4

0.3

1.5

0.2

0.9

2.3

2.3

0.7

6.5

344.1

April 18, 2024

11

Analytics Ofce

Securities Lending

Table 11.1: Aggregate Gross Value of Securities on Loan by Funds, by

Fund Type and Investment Category of Security on Loan

($Billions)

This table reports the gross value of securities on loan (Form N-PORT, Item C.12.c). Investment

category from asset type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b),

adjusted for consensus — see the appendix for more details.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Investment Category

Common Equity

Corporate Debt

US Treasury Debt

Other

Subtotal

Common Equity

Corporate Debt

US Treasury Debt

Other

Subtotal

Common Equity

Corporate Debt

US Treasury Debt

Other

Subtotal

Total

Oct

2022

116

14

10

12

152

77

17

7

4

105

4

***

***

0

5

262

Nov

2022

112

14

7

11

143

75

19

2

3

99

4

***

***

0

5

247

Dec

2022

106

13

9

11

140

79

18

7

3

106

4

***

***

***

5

251

Jan

2023

102

14

9

10

134

81

19

5

4

109

4

***

***

0

5

248

Feb

2023

109

13

10

10

142

81

18

6

3

108

4

***

***

0

5

255

Mar

2023

125

13

9

10

157

85

16

9

4

114

4

***

***

***

5

275

Apr

2023

117

13

9

11

150

82

18

14

4

117

4

***

0

***

5

272

May

2023

97

12

8

10

128

79

18

10

2

109

4

***

***

0

5

242

Jun

2023

111

12

6

9

138

81

18

4

2

106

3

***

***

***

5

249

Jul

2023

98

12

11

10

132

83

***

***

3

108

4

***

0

***

5

244

Aug

2023

99

12

11

12

133

81

18

9

3

111

4

1

***

***

5

249

Sep

2023

102

12

10

12

136

79

17

6

3

104

4

***

***

***

5

245

Table 11.2: Number of Funds with Securities on Loan, by Fund Type and

Investment Category of Security on Loan

This table reports the number of funds with securities on loan (Form N-PORT, Item C.12.c).

Investment category from asset type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item

C.4.b), adjusted for consensus — see the appendix for more details.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Investment Category

Common Equity

Corporate Debt

US Treasury Debt

Other

Subtotal

Common Equity

Corporate Debt

US Treasury Debt

Other

Subtotal

Common Equity

Corporate Debt

US Treasury Debt

Other

Subtotal

Total

Oct

2022

2,169

529

174

762

2,858

1,036

157

30

169

1,285

44

***

***

19

52

4,149

Nov

2022

2,129

520

139

750

2,805

1,044

161

20

179

1,280

39

***

***

19

48

4,085

Dec

2022

2,115

518

188

729

2,817

1,058

162

35

169

1,310

39

***

***

***

47

4,126

Jan

2023

2,051

522

130

710

2,714

1,061

160

29

190

1,305

48

***

***

17

53

4,024

43

Feb

2023

2,042

520

172

709

2,743

1,063

162

33

171

1,305

46

***

***

17

53

4,054

Mar

2023

2,031

502

177

669

2,705

1,056

159

29

180

1,303

43

***

***

***

49

4,009

Apr

2023

2,039

492

178

661

2,696

1,053

162

27

168

1,289

40

***

1

***

46

3,985

May

2023

2,002

485

139

644

2,632

1,066

162

28

173

1,296

44

***

***

15

49

3,930

Jun

2023

2,011

506

120

648

2,664

1,045

162

30

171

1,271

42

***

***

***

46

3,933

Jul

2023

1,957

506

164

662

2,635

1,019

***

***

173

1,254

37

***

3

***

42

3,884

Aug

2023

1,961

512

163

688

2,643

1,018

161

29

166

1,249

39

16

***

***

43

3,890

Sep

2023

2,002

504

139

679

2,684

1,018

164

28

162

1,243

38

***

***

***

42

3,923

April 18, 2024

Analytics Ofce

Table 11.3: Distribution of the Ratio of Aggregate Loaned Value to Fund

Total Assets (Percent)

Funds which do not report securities on loan or report non-positive total assets are excluded (Form

N-PORT, Item B.1.a. and C.12.c).

Fund Type

Mutual Fund

ETF

Closed-End Fund

Percentile

10th

25th

50th

75th

90th

95th

10th

25th

50th

75th

90th

95th

10th

25th

50th

75th

90th

95th

Oct

2022

0.10

0.43

1.36

3.70

7.68

12.57

0.20

0.80

2.99

7.43

14.98

20.58

***

0.23

***

10.68

16.29

***

Nov

2022

0.09

0.36

1.20

3.19

6.94

10.76

0.20

0.71

2.64

6.54

12.79

17.90

***

0.36

3.01

***

***

***

Dec

2022

0.09

0.40

1.29

3.46

7.23

11.13

0.19

0.77

2.74

7.00

13.29

17.29

0.04

***

***

***

***

25.02

Jan

2023

0.09

0.36

1.16

3.18

6.84

10.87

0.19

0.75

2.65

6.84

13.30

17.86

***

0.39

***

9.12

13.77

***

Feb

2023

0.11

0.40

1.25

3.52

7.59

11.98

0.15

0.65

2.63

7.49

14.35

19.43

***

0.40

1.87

***

***

***

44

Mar

2023

0.11

0.45

1.44

3.69

7.67

11.77

0.17

0.79

2.90

7.78

14.31

19.46

0.17

0.68

2.04

***

***

25.15

Apr

2023

0.10

0.44

1.41

3.58

7.34

11.75

0.19

0.74

3.08

7.72

14.37

19.27

***

***

***

***

16.53

***

May

2023

0.10

0.37

1.19

3.28

7.37

11.31

0.17

0.67

2.58

7.19

13.40

17.75

***

0.58

2.10

***

***

***

Jun

2023

0.11

0.40

1.26

3.23

6.90

10.79

0.17

0.72

2.60

7.49

14.83

19.36

0.34

***

***

***

***

25.03

Jul

2023

0.09

0.36

1.09

3.04

6.63

10.67

0.17

0.68

2.52

7.14

14.18

18.88

***

***

***

***

***

***

Aug

2023

0.08

0.35

1.14

3.18

6.66

11.16

0.14

0.60

2.42

6.69

14.52

19.13

***

0.71

2.61

***

***

***

Sep

2023

0.09

0.39

1.22

3.34

7.11

11.38

0.15

0.69

2.69

6.93

14.11

18.69

***

***

***

***

***

29.18

April 18, 2024

Analytics Ofce

Table 11.4: Aggregate Borrowing of Securities from Funds, by

Counterparty ($Billions)

Relies only on publicly-available information reported on Form N-PORT, Item B.4 corresponding to the

third month of the fscal quarter of each fund and presents counterparty information by legal

identity. Valid LEIs are mapped to their legal name using reference information sourced from GLEIF.

Each legal name in the table below is hyperlinked to the GLEIF website.

Counterparty

BOFA SECURITIES INC

GOLDMAN SACHS CO LLC

MORGAN STANLEY CO LLC

JP MORGAN SECURITIES LLC

CITIGROUP GLOBAL MARKETS INC

BARCLAYS CAPITAL INC

BARCLAYS BANK PLC

BNP PARIBAS PRIME BROKERAGE...

STATE STREET BANK

BNP PARIBAS SECURITIES CORP

TD PRIME SERVICES LLC

UBS AG

WELLS FARGO SECURITIES LLC

RBC CAPITAL MARKETS LLC

GOLDMAN SACHS INTL

SCOTIA CAPITAL USA INC

ING FINANCIAL MARKETS LLC

NATIONAL FINANCIAL SERVICES...

WELLS FARGO BANK NA

MORGAN STANLEY CO INTL PLC

NOMURA SECURITIES INTL INC

BNP PARIBAS

JP MORGAN SECURITIES PLC

JEFFERIES LLC

BMO CAPITAL MARKETS CORP

UBS SECURITIES LLC

HSBC BANK PLC

MIZUHO SECURITIES USA LLC SCOTIA

CAPITAL INC

CREDIT AGRICOLE CORPORATE

AND... SOCIETE GENERALE

PERSHING LLC

CANADIAN IMPERIAL BANK OF...

CITADEL CLEARING LLC

BANK OF NOVA SCOTIA

DEUTSCHE BANK SECURITIES INC

NATIXIS SECURITIES AMERICAS...

JANNEY MONTGOMERY SCOTT LLC

MACQUARIE BANK LTD

SG AMERICAS SECURITIES LLC

MUFG SECURITIES EMEA PLC

BMO NESBITT BURNS INC

CITIGROUP GLOBAL MARKETS LTD

RBC DOMINION SECURITIES INC HSBC

SECURITIES USA INC

BNP PARIBAS FINANCIAL MARKETS

BARCLAYS CAPITAL SECURITIES...

MERRILL LYNCH INTL

CIBC WORLD MARKETS CORP

CANADIAN IMPERIAL BANK OF... Other

Borrowers

Invalid LEI

Total

Oct

2022

28.0

35.6

26.2

29.9

17.7

17.8

8.5

14.0

5.8

4.4

3.2

6.2

4.0

3.1

2.7

3.4

4.0

2.6

2.0

1.4

2.4

2.6

2.9

1.8

2.5

2.8

1.8

0.8

0.0

0.1

0.2

0.8

0.1

0.5

1.0

1.2

0.6

0.4

0.3

0.9

0.1

0.1

1.2

0.5

0.6

0.2

0.2

0.5

0.2

0.1

7.9

0.4

256.2

Nov

2022

28.2

34.9

26.0

30.3

16.8

15.1

8.7

13.3

5.5

4.2

3.3

6.0

4.1

3.2

2.5

3.5

3.7

2.8

2.0

1.6

2.3

2.7

2.9

1.8

2.1

2.7

1.9

0.8

0.0

0.1

0.2

0.9

0.1

0.5

0.9

0.9

0.6

0.4

0.5

0.9

0.1

0.1

1.2

0.4

0.5

0.2

0.2

0.5

0.2

0.8

8.3

0.4

251.8

Dec

2022

29.0

34.4

26.8

29.3

17.7

14.2

8.7

11.4

5.7

4.0

4.3

4.3

3.9

3.6

2.3

3.7

1.9

3.0

1.9

1.5

2.6

2.7

2.5

2.0

1.9

2.8

2.3

1.1

0.0

0.1

0.4

0.8

0.0

0.7

0.9

1.0

0.3

0.5

0.6

1.0

0.2

0.1

0.9

0.4

0.4

0.1

0.4

0.6

0.2

1.0

7.1

0.6

247.9

Jan

2023

28.8

34.0

27.7

24.8

17.3

14.1

9.3

9.0

6.1

3.4

4.7

3.9

4.3

3.8

2.1

3.9

1.9

3.1

2.2

1.3

2.5

2.5

2.4

2.1

2.0

2.3

2.5

1.1

0.0

0.8

0.6

0.8

0.1

0.7

0.7

1.0

0.3

0.4

0.6

1.2

0.1

0.1

0.9

0.4

0.4

0.1

0.6

0.6

0.1

1.4

7.4

0.6

242.9

45

Feb

2023

28.6

34.0

27.3

24.7

17.2

15.0

10.0

8.9

6.6

3.8

4.9

3.8

4.3

3.5

2.3

3.9

1.8

3.0

2.3

1.1

3.1

2.5

2.4

2.2

2.2

2.4

2.6

1.1

0.0

0.8

0.6

1.0

0.1

0.7

0.7

1.0

0.3

0.5

0.4

1.1

0.1

0.1

0.8

0.4

0.5

0.2

0.5

0.5

0.1

1.3

7.5

0.6

245.3

Mar

2023

28.5

36.5

26.6

23.4

18.8

15.1

10.1

8.9

6.4

4.2

5.1

4.1

4.5

3.8

2.6

3.7

5.1

3.4

2.1

1.3

3.0

2.7

2.6

2.2

2.8

2.5

1.8

1.0

0.1

0.9

0.4

1.1

0.2

1.0

0.7

0.9

0.5

0.5

0.4

1.2

0.2

0.2

0.9

0.5

0.6

0.3

0.6

0.6

0.1

1.1

7.2

0.2

253.0

Apr

2023

29.5

36.0

26.3

24.7

21.5

15.9

11.0

8.5

6.7

5.1

5.6

4.4

4.3

3.7

2.9

3.6

5.0

3.2

2.1

1.4

2.9

3.0

3.0

3.1

3.0

2.8

1.6

0.9

0.1

1.0

0.6

1.0

0.6

1.1

0.6

0.9

0.5

0.6

0.3

1.0

0.3

0.2

1.5

0.6

0.5

0.4

0.6

0.6

0.1

0.7

6.7

0.2

262.5

May

2023

29.0

36.5

26.5

25.5

22.3

15.4

11.0

8.8

6.6

4.9

5.9

4.5

4.3

3.6

3.2

3.6

5.1

3.2

2.1

1.7

2.5

3.0

3.1

3.2

3.2

2.7

1.7

1.4

0.1

1.0

0.7

1.1

1.2

1.1

0.7

1.4

0.5

0.6

0.3

1.1

0.4

0.2

1.5

0.6

0.5

0.4

0.6

0.6

0.1

0.0

6.0

0.2

265.5

Jun

2023

29.9

31.8

26.8

24.3

19.9

16.2

12.8

9.0

7.2

4.6

5.1

4.6

4.0

3.6

3.1

3.3

3.2

3.3

2.2

1.4

3.1

2.8

2.8

3.2

3.0

2.2

1.6

1.4

0.0

1.0

0.7

1.0

1.2

1.1

0.8

1.4

0.2

0.8

0.3

1.0

0.3

0.4

1.3

0.6

0.4

0.4

0.8

0.5

0.1

0.1

6.0

0.2

256.9

Jul

2023

28.2

29.0

26.1

23.1

16.7

15.7

12.0

9.0

7.3

4.4

5.0

4.3

4.3

3.5

3.3

3.0

3.0

3.3

2.2

2.7

3.1

2.5

2.6

2.6

2.6

2.1

1.6

1.7

0.0

1.0

1.3

1.0

1.2

1.0

1.1

1.4

0.2

0.8

0.8

0.9

0.2

0.5

0.7

0.5

0.4

0.5

0.7

0.5

0.1

0.2

5.2

0.2

245.5

Aug

2023

28.6

28.0

25.6

24.7

15.6

15.9

11.6

8.9

7.6

4.6

4.9

4.4

4.3

3.3

3.1

3.1

3.0

3.2

2.4

2.9

2.9

2.5

2.5

2.6

2.3

2.0

1.7

1.3

0.1

1.2

1.1

1.1

1.0

1.1

1.1

1.1

0.2

0.8

0.7

0.8

0.2

0.6

0.7

0.5

0.4

0.5

0.7

0.5

0.1

0.3

5.4

0.2

243.6

Sep

2023

27.3

26.2

24.4

23.4

15.9

14.3

11.4

8.1

6.7

5.4

5.3

4.7

4.3

3.5

3.4

3.2

3.1

3.0

2.9

2.9

2.8

2.5

2.5

2.3

2.3

1.9

1.7

1.6

1.4

1.2

1.1

1.1

1.0

1.0

0.9

0.9

0.9

0.8

0.7

0.6

0.6

0.5

0.5

0.5

0.4

0.4

0.4

0.4

0.3

0.3

5.4

0.2

238.7

April 18, 2024

Analytics Ofce

Table 11.5: Aggregate Collateral Received from Borrowers for Securities

Lent by Funds ($Billions)

This table reports aggregate cash collateral (Form N-PORT, Item C.12.a) and non-cash collateral

(Form N-PORT, Item B.4.b.ii and Item C.12.b), by fund type.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Collateral Type

Cash

Non-Cash

Subtotal

Cash

Non-Cash

Subtotal

Cash

Non-Cash

Subtotal

Total

Oct

2022

140

17

157

102

6

109

3

0

3

269

Nov

2022

125

19

145

95

6

101

3

0

3

248

Dec

2022

124

19

143

103

6

109

3

0

3

255

Jan

2023

121

17

138

107

6

113

3

0

3

255

Feb

2023

127

18

145

105

6

112

3

0

3

260

Mar

2023

142

19

162

110

8

117

***

***

3

282

Apr

2023

136

19

155

114

8

121

3

0

3

280

May

2023

120

16

136

106

8

114

***

***

3

253

Jun

2023

123

19

142

102

8

110

***

***

3

255

Jul

2023

118

18

136

105

8

112

3

0

3

251

Aug

2023

119

18

138

108

7

115

3

0

3

256

Sep

2023

122

20

142

101

8

109

***

***

3

254

Table 11.6: Distribution of Total Collateral Provided by Borrowers of

Securities to Aggregate Gross Value of those Securities on

Loan by Funds

This table reports aggregate collateral (Form N-PORT, Items C.12.a, B.4.b.ii and C.12.b) as a

fraction of securities on loan (Form N-PORT, Item C.12.c), by fund type. Funds which do not report

securities on loan are excluded.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Percentile

25th

50th

75th

25th

50th

75th

25th

50th

75th

Oct

2022

102

103

105

102

103

105

***

103

***

Nov

2022

101

102

104

101

102

105

99

***

105

Dec

2022

102

103

105

102

103

105

***

***

***

Jan

2023

102

102

104

102

103

105

***

102

***

46

Feb

2023

102

103

105

102

103

105

***

103

105

Mar

2023

101

102

104

101

102

105

***

***

***

Apr

2023

102

102

104

102

103

105

***

102

105

May

2023

102

103

105

102

104

106

***

***

106

Jun

2023

102

102

104

102

103

105

***

***

***

Jul

2023

102

102

104

102

102

104

***

102

103

Aug

2023

102

103

105

102

103

105

***

103

***

Sep

2023

102

103

105

102

103

105

***

***

***

April 18, 2024

12

Analytics Ofce

Borrowing

Table 12.1: Aggregate Fund Borrowings, by Fund Type ($Billions)

This table relies upon borrowings reported pursuant to Rule 6-04(13)(a) of Regulation S-X (Form

N-PORT, Item B.2.c) and includes borrowing from Funds of Funds.

Fund Type

Closed-End Fund

Mutual Fund

ETF

Total

Notes Payable

Within One Year

After One Year

Subtotal

Within One Year

After One Year

Subtotal

Within One Year

After One Year

Subtotal

Total

Oct

2022

28.0

18.6

46.6

35.2

7.6

42.8

***

0.0

***

89.9

Nov

2022

27.1

18.0

45.1

35.7

7.1

42.8

***

0.2

***

88.5

Dec

2022

27.4

18.4

45.8

45.4

5.8

51.1

***

***

***

97.2

Jan

2023

26.6

18.3

44.8

33.1

5.3

38.3

***

0.0

***

83.5

Feb

2023

26.8

17.6

44.3

31.0

5.0

36.0

***

0.2

***

80.9

Mar

2023

26.6

17.2

43.8

38.0

4.9

42.9

***

***

0.4

87.1

Apr

2023

26.0

17.0

42.9

32.5

4.7

37.2

***

0.0

***

80.5

May

2023

25.5

16.9

42.4

32.6

4.6

37.3

***

***

1.0

80.7

Jun

2023

24.9

17.8

42.7

33.9

5.9

39.7

***

***

***

82.9

Jul

2023

24.7

17.8

42.5

28.8

5.5

34.3

***

0.0

***

77.2

Aug

2023

25.2

17.5

42.7

27.4

5.7

33.1

***

0.5

***

76.6

Sep

2023

24.8

17.8

42.6

28.2

5.7

33.9

***

***

***

77.2

Table 12.2: Aggregate Payables for Investments Purchased by Funds, by

Fund Type and Basis of Purchase ($Billions)

This table relies upon aggregate payables for investments purchased (Form N-PORT, Item B.2.d).

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Basis of Purchase

Delayed Delivery

Standby Commitment

Subtotal

Delayed Delivery

Standby Commitment

Subtotal

Delayed Delivery

Standby Commitment

Subtotal

Total

Oct

2022

102.6

51.8

154.4

***

***

10.4

***

***

2.7

167.5

Nov

2022

107.5

54.7

162.2

***

***

8.4

***

***

2.4

173.0

Dec

2022

106.1

45.2

151.3

***

***

5.8

***

***

2.1

159.2

Jan

2023

105.9

45.5

151.4

***

***

10.9

***

***

2.5

164.8

Feb

2023

95.9

39.6

135.5

***

***

7.8

***

***

2.8

146.1

Mar

2023

108.0

52.2

160.2

***

***

8.0

***

***

2.2

170.4

Apr

2023

92.2

38.8

131.0

***

***

7.8

***

***

2.8

141.6

May

2023

90.4

44.7

135.2

***

***

9.4

***

***

2.5

147.1

Jun

2023

89.1

41.0

130.1

***

***

9.7

***

***

2.6

142.4

Jul

2023

87.6

38.2

125.8

***

***

9.9

***

***

2.7

138.4

Aug

2023

86.4

40.8

127.2

***

***

8.7

***

***

2.5

138.4

Sep

2023

99.9

35.9

135.9

***

***

8.9

***

***

2.6

147.4

Table 12.3: Distribution of Total Assets to Net Assets, by Fund Type

(Percent)

Relies on Form N-PORT, Item B.1.a. and B.1.c. and removes any observations with non-positive net

assets, or total assets less than net assets.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Percentile

10th

25th

50th

75th

90th

10th

25th

50th

75th

90th

10th

25th

50th

75th

90th

Oct

2022

100.1

100.2

100.6

102.7

111.6

100.0

100.1

101.1

105.8

118.7

100.4

101.9

120.8

156.2

176.3

Nov

2022

100.1

100.1

100.5

102.4

110.2

100.0

100.1

100.9

105.0

116.3

100.3

101.6

119.3

153.1

168.5

Dec

2022

100.1

100.1

100.5

102.2

109.9

100.0

100.1

101.1

105.2

115.4

100.4

102.1

121.5

153.7

169.0

Jan

2023

100.1

100.1

100.5

102.2

109.6

100.0

100.1

101.1

105.4

117.4

100.3

101.6

119.5

151.0

165.7

Feb

2023

100.1

100.1

100.5

102.2

109.6

100.0

100.1

100.9

105.3

118.3

100.3

101.4

119.0

152.2

167.3

47

Mar

2023

100.1

100.1

100.5

102.3

110.5

100.0

100.1

101.0

105.1

116.0

100.3

102.3

119.2

152.4

166.9

Apr

2023

100.1

100.1

100.5

102.3

109.6

100.0

100.1

100.9

104.7

115.7

100.4

101.6

119.0

152.0

166.3

May

2023

100.1

100.1

100.5

102.1

109.4

100.0

100.1

100.9

104.7

115.5

100.4

101.6

119.2

151.7

167.0

Jun

2023

100.1

100.1

100.6

102.3

109.0

100.0

100.1

101.0

104.9

115.8

100.3

101.7

118.9

149.9

166.0

Jul

2023

100.1

100.1

100.5

102.0

108.8

100.0

100.1

100.8

104.7

116.2

100.3

101.6

118.2

149.9

165.3

Aug

2023

100.1

100.1

100.4

101.9

108.7

100.0

100.1

100.8

104.3

115.2

100.3

101.3

118.4

150.3

166.8

Sep

2023

100.1

100.2

100.6

102.2

109.3

100.0

100.1

100.9

104.1

114.2

100.4

101.8

118.7

152.0

170.6

April 18, 2024

13

Appendices

13.1

Interval Notation

Analytics Ofce

Interval notation (e.g., [a, b], [a, b), (a, b], and (a, b)) is a way to describe the range of values

specifed by an ordered pair (in this case, a and b). In particular, [a, b] includes all values from a to b

including both a and b. [a, b) includes all values from a to b including a, but not b. (a, b] includes all

values from a to b including b, but not a. (a, b) includes all values from a to b excluding both a and b.

13.2

Mitigating the Efects of Outliers

Regulatory fling data occasionally contains inconsistent reporting or spurious outliers. While

Analytics Ofce staf actively engages in outreach to identify and correct such values, not all

aberrant values have been corrected as of this writing. To reduce the efect of these outliers on the

aggregate measures reported here, we have chosen to winsorize or trim some data sets.

Winsorization is a technique for reducing the efect of outliers by reducing the size of the

largest and smallest values in a distribution.10 For example, to calculate a 95%/5% winsorized data

set, all the values above the ninety-ffth percentile are set to the value of the ninety-ffth percentile,

and all the values below the ffth percentile are set to the value of the ffth percentile. Efectively,

this procedure makes the very largest values smaller (but still large), and all the smallest values

larger

(but still small). This approach can be more efective than trimming (simply removing the largest

and/or smallest values) because it does not change the number of data points and does not change

the median or other percentile values within the 95%/5% range. All instances of winsorization or

trimming have been noted and include the afected percentiles.

13.3

Consensus Categories

For all positions with either an ISIN or CUSIP reported for the position, we collect the most

recently reported value for asset type (Item C.4.a), issuer type (Item C.4.b), country of investment

(Item C.5.a), and country of risk (Item C.5.b) for each fund. For any one of these categories, we

determine the consensus category (ignoring any funds that report “Other” or “N/A”) by requiring at

least 80% agreement with 95% confdence. We then apply the consensus categories to all reported

holdings of the same position by all funds over time.

For example, consider a particular CUSIP/ISIN that is currently reported by 25 funds. Assume

further that nineteen report the holding as “Debt” in Item C.4.a, fve report the holding as “Other,”

while one reports the positions as “Equity.” We would drop from consideration the “Other”

reporting and fnd that 95% of funds currently report the position as “Debt.” Further, the margin of

10

Such techniques are known as ‘robust statistics’, reviewed for example in Wilcox (2012), Introduction to Robust

Estimation & Hypothesis Testing, 3rd Edition.

48

April 18, 2024

Analytics Ofce

p

error in this measurement is 1.645 (0.8)(1 − 0.8)/20 = 14.7%. We fnd the consensus category for

this position is Debt and apply this category to all reported holdings of this CUSIP/ISIN over time.

13.4

Prevalent Asset Class

For each fund, and each reporting period, we collect the aggregate reported value for asset type

(Item C.4.a), and value (Item C.2.c) using the consensus categories for all positions. We then

aggregate the gross market value by three broad asset classes (Equity, Fixed Income, and

Multi-Asset) and calculate the respective allocations as a percent of the aggregate gross value

reported. We then compute the rolling average (12 months ending on the relevant reporting period).

If the largest fractional allocation is greater than 75%, we assign the fund’s prevalent asset class as

this broad asset class for the reporting period in question. For those cases where the 75% threshold

is not exceeded, we assign the prevalent asset class as “Multi-Asset”.

For the fund observations that have an Equity broad asset class, if the fraction of equity

holdings allocated to US-issued equities exceeds 67% then we defne the fund’s prevalent asset class

as “US Equity” for that reporting period and “Global Equity” otherwise. For the fund observations

that have an Fixed-Income broad asset class, if the fraction of fxed-income holdings allocated to

municipal debt exceeds 67% then we defne the fund’s prevalent asset class as “Municipal Bond” for

that reporting period and “Taxable Bond” otherwise.

49

April 18, 2024

13.5

Analytics Ofce

Defnitions

Included by reference are all defnitions included in the General Instructions or question specifc instructions

of Form N-CEN and Form N-PORT.

Closed-End Fund

Any Fund registered on Form N-2 as a closed-end management investment company. This includes, for example, any interval funds (Form

N-CEN, Item C.3.d) or non-traded fund registered on Form N-2.

DV100

Measure of interest rate risk that indicates the change in value of the

portfolio resulting from a 100 basis point change in interest rates.

ETF

Any Fund, or shareclass, that is part of an open-end management investment company registered on Form N-1A that is identifed as an

exchange-traded fund on Form N-CEN, Item C.3 or as a unit investment trust on Form N-8B-2.

Fund(s)

Each separate series of an individual registrant reported on Form NCEN and Form N-PORT or, if an individual registrant does not ofer a

separate series, the registrant.

Fund of Fund

Any Fund that is identifed as a fund of fund or a feeder fund on Form

N-CEN, Item C.3. A fund that acquires securities issued by any other

investment company in excess of the amounts permitted under paragraph (A) of section 12(d)(1) of the Act (15 U.S.C. 80a-12(d)(1)(A)),

but does not include a fund that acquires securities issued by another investment company solely in reliance on rule 12d1-1 under the Act (CFR

270.12d1-1).

Index Fund

Any Fund that is identifed as an index fund or that seeks to achieve a

multiple of an index on Form N-CEN, Item C.3 or is registered under the

Act on Form N-8B-2. Additionally, any fund that has the term“index”

in the fund name and has not yet reported on Form N-CEN.

Large Entity

Funds that together with other investment companies in the same group

of related investment companies have net assets of $1 billion or more as

of the end of the most recent fscal year of the fund.

Mutual Fund

Any Fund that is part of an open-end management investment company

registered on Form N-1A or N-3, excluding ETFs registered on Form N1A as indicated on Form N-CEN, Item C.3. This includes, for example,

underlying funds of a variable annuity or variable life insurance contract

(Form N-CEN, Item C.3.i) that are registered on Form N-1A or separate

accounts ofering variable annuity contracts registered on Form N-3.

Non-Index Fund

Any Fund that is not an Index Fund.

50

This is a copy of a public record, reproduced as it was published. It is not legal advice, and it may not be the version a court would rely on. Check the official source before you cite it.

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