Office of Operations Freight Management and Operations

Methodology for the Freight Analysis Framework-2:
Forecasts of Inter-regional Commodity Flows

5. Data Classification Mapping

This section documents the relationships developed and used between industry, commodity and geographic regional data dimensions as referenced in prior sections as well as the industry sector variables for the alternative scenarios.

5A. NAICS to SCTG Relationships

Logic for assigning NAICS to SCTG Relationships.

Other relationships that were also estimated:

NAICS 211111 Arrow symbol indicating leads to. 45% to SCTG16 & 55% to SCTG19
NAICS 324110 Arrow symbol indicating leads to. 26% to SCTG17, 25%t to SCTG18 & 50% to SCTG19

NAICS to SCTG

Range From:

Range To:

Correspondence:

naics='111000'

 

sctg=3;

naics='112000'

 

sctg=1;

naics='113310'

 

sctg=25;

naics='114111'

naics='114112'

sctg=5;

naics='211112'

 

sctg=20;

naics='212111'

naics='212113'

sctg=15;

naics='212210'

naics='212299'

sctg=14;

naics='212311'

 

sctg=10;

naics='212319'

 

sctg=12;

naics='212322'

 

sctg=11;

naics='212324'

naics='212325'

sctg=13;

naics='212391'

 

sctg=22;

naics='212392'

naics='212393'

sctg=13;

naics='311111'

naics='311211'

sctg=4;

naics='311212'

 

sctg=2;

naics='311213'

 

sctg=6;

naics='311221'

 

sctg=4;

naics='311222'

 

sctg=7;

naics='311223'

 

sctg=3;

naics='311230'

 

sctg=6;

naics='311312'

 

sctg=4;

naics='311320'

naics='311340'

sctg=7;

naics='311411'

 

sctg=4;

naics='311421'

naics='311520'

sctg=7;

naics='311611'

naics='311613'

sctg=4;

naics='311615'

 

sctg=5;

naics='311711'

 

sctg=7;

naics='311812'

naics='311823'

sctg=6;

naics='311911'

 

sctg=3;

naics='311919'

 

sctg=7;

naics='311920'

 

sctg=3;

naics='311942'

 

sctg=23;

naics='312111'

naics='312113'

sctg=7;

naics='312130'

 

sctg=8;

naics='312210'

naics='312229'

sctg=9;

naics='313111'

 

sctg=3;

naics='313113'

naics='313312'

sctg=30;

naics='313320'

 

sctg=24;

naics='314110'

naics='314992'

sctg=30;

naics='314999'

 

sctg=34;

naics='315211'

 

sctg=24;

naics='315212'

 

sctg=30;

naics='316110'

 

sctg=34;

naics='316211'

naics='316991'

sctg=30;

naics='316992'

 

sctg=24;

naics='321113'

 

sctg=26;

naics='321114'

 

sctg=25;

naics='321211'

naics='321920'

sctg=26;

naics='321991'

 

sctg=36;

naics='321992'

 

sctg=40;

naics='322110'

naics='322130'

sctg=27;

naics='322211'

 

sctg=24;

naics='322212'

naics='322215'

sctg=28;

naics='322222'

 

sctg=27;

naics='322223'

 

sctg=24;

naics='322224'

 

sctg=28;

naics='322225'

 

sctg=32;

naics='322226'

naics='322233'

sctg=28;

naics='322291'

 

sctg=34;

naics='323110'

 

sctg=29;

naics='323113'

 

sctg=39;

naics='323122'

 

sctg=34;

naics='324121'

 

sctg=19;

naics='324122'

 

sctg=31;

naics='324199'

 

sctg=19;

naics='325110'

naics='325182'

sctg=20;

naics='325191'

 

sctg=23;

naics='325211'

naics='325212'

sctg=24;

naics='325311'

 

sctg=22;

naics='325312'

naics='325411'

sctg=20;

naics='325412'

 

sctg=6;

naics='325414'

 

sctg=21;

naics='325510'

 

sctg=23;

naics='325520'

 

sctg=6;

naics='325611'

 

sctg=20;

naics='325612'

 

sctg=23;

naics='325613'

 

sctg=7;

naics='325998

 

sctg=23;

naics='326113'

naics='326220'

sctg=24;

naics='327111'

 

sctg=31;

naics='327112'

naics='327113'

sctg=35;

naics='327121'

naics='327211'

sctg=31;

naics='327212'

 

sctg=39;

naics='327213'

naics='327310'

sctg=31;

naics=327320'

 

sctg=23;

naics='327331'

naics='327332'

sctg=31;

naics='327410'

 

sctg=13;

naics='327910'

 

sctg=20;

naics='327991'

naics='327999'

sctg=31;

naics='331111'

naics='331112'

sctg=32;

naics='331222'

 

sctg=33;

naics='331312'

naics='331315'

sctg=32;

naics='331316'

 

sctg=33;

naics='331319'

 

sctg=32;

naics='331411'

 

sctg=41;

naics='331421'

 

sctg=33;

naics='331491'

 

sctg=32;

naics='331511'

naics='332211'

sctg=33;

naics='332212'

 

sctg=34;

naics='332213'

 

sctg=33;

naics='332214'

naics='332311'

sctg=40;

naics='332312'

naics='332321'

sctg=33;

naics='332313'

 

sctg=37;

naics='332321'

naics='332323'

sctg=33;

naics='332410'

 

sctg=34;

naics='332431'

 

sctg=33;

naics='332439'

 

sctg=34;

naics='332611'

 

sctg=33;

naics='332710'

 

sctg=34;

naics='332722'

 

sctg=33;

naics='332912'

 

sctg=37;

naics='332913'

naics='332919'

sctg=33;

naics='332991'

 

sctg=34;

naics='332992'

 

sctg=40;

naics='332994'

 

sctg=38;

naics='332995'

 

sctg=40;

naics='332997'

 

sctg=34;

naics='332998'

 

sctg=33;

naics='333314'

 

sctg=38;

naics='333319'

 

sctg=41;

naics='333120'

naics='333311'

sctg=34;

naics='333313'

 

sctg=35;

naics='333411'

naics='333611'

sctg=34;

naics='333612'

 

sctg=35;

naics='333613'

naics='333618'

sctg=34;

naics='333911'

 

sctg=37;

naics='333912'

naics='333923'

sctg=34;

naics='333924'

 

sctg=36;

naics='333991'

naics='333992'

sctg=33;

naics='333993'

naics='333997'

sctg=34;

naics='334111'

naics='334220'

sctg=35;

naics='334290'

 

sctg=37;

naics='334310'

naics='334417'

sctg=35;

naics='334510'

 

sctg=38;

naics='334511'

 

sctg=35;

naics='334512'

naics='334514'

sctg=38;

naics='334516'

 

sctg=34;

naics='334517'

 

sctg=38;

naics='334518'

 

sctg=40;

naics='334612'

naics='335110'

sctg=35;

naics='335129'

 

sctg=33;

naics='335212'

naics='335221'

sctg=35;

naics='335222'

naics='335224'

sctg=34;

naics='335311'

naics='335999'

sctg=35;

naics='336111'

 

sctg=36;

naics='336211'

 

sctg=34;

naics='336212'

naics='336214'

sctg=36;

naics='336321'

naics='336322'

sctg=35;

naics='336370'

 

sctg=36;

naics='336411'

 

sctg=37;

naics='336412'

 

sctg=34;

naics='336414'

 

sctg=37;

naics='336415'

 

sctg=34;

naics='336611'

naics='336612'

sctg=37;

naics='336991'

 

sctg=29;

naics='336992'

 

sctg=36;

naics='337110'

naics='337127'

sctg=39;

naics='337129'

 

sctg=34;

naics='337214'

 

sctg=33;

naics='337920'

 

sctg=33;

naics='339113'

 

sctg=38;

naics='339114'

 

sctg=21;

naics='339911'

 

sctg=40;

naics='339914'

 

sctg=31;

naics='339920'

 

sctg=24;

naics='339931'

naics='339943'

sctg=40;

naics='339944'

 

sctg=27;

naics='339991'

 

sctg=24;

naics='339992'

 

sctg=33;

naics='339993'

 

sctg=34;

naics='339994'

 

sctg=40;

naics='511110'

naics='511130'

sctg=29;

NAICS 211111 Arrow symbol indicating leads to. 45% to SCTG16 & 55% to SCTG19
NAICS 324110 Arrow symbol indicating leads to. 26% to SCTG17, 25%t to SCTG18 & 50% to SCTG19

5B. World Trade Model to SCTG Commodity Mapping

 

WTM Code

Commodity Name

SCTG CODE

C1I

Other Agriculture

1

C1A

Grain

2

C1C

Vegetables, Fruits and Eggs - requiring Refrigeration

3

C1D

Vegetables and Fruits - non-Refrigerated

3

C1G

Cotton

3

C311D

Animal Feed

4

C311A

Meat/Dairy/Fish Requiring Refrigeration

5

C311B

Other Meat/Dairy/Fish/Fruit/Vegetables

5

C311F

Other Food

6

C1B

Oil Seeds

7

C311C

Sugar

7

C311E

Animal and Vegetable Oils

7

C313

Beverages

8

C314

Tobacco

9

C2A

Stone, Clay and Other Crude Minerals

11

C369

Non-Metallic Products, nec.

13

C2C

Ores

14

C371

Iron and Steel

14

C2D

Coal and Coke

15

C2E

Crude Petroleum

16

C353

Petroleum Refineries

17

C2F

Natural Gas

19

C354A

Briquettes, Lignite, Peat and Coke

19

C354B

Residual Petroleum Products

19

C3511A

Organic Chemicals

20

C3511B

Inorganic Chemicals

20

C3522

Drugs and Medicines

21

C3523

Soap and Cleaning Preparations

21

C2B

Crude Fertilizers

22

C3512

Fertilizers and Pesticides

22

C3513

Synthetic Resins

23

C3521

Paint, Varnishes and Lacquers

23

C3529

Chemical Products, nec.

23

C1F

Natural Rubber

24

C355

Rubber Products

24

C356

Plastic Products, nec.

24

C1E

Cork and Wood

25

C331

Wood Products

26

C341B

Pulp

27

C341A

Waste Paper

28

C341C

Paper and Paperboard and Products

28

C342

Printing and Publishing

29

C1H

Other Raw Textile Materials

30

C321

Textiles

30

C322

Wearing Apparel

30

C323

Leather and Products

30

C324

Footwear

30

C361

Pottery, China etc.

31

C362

Glass and Products

31

C372

Non-Ferrous Metals

32

C381

Metal Products

33

C3822

Agricultural Machinery

34

C3823

Metal and Wood Working Machinery

34

C3824

Special Industrial Machinery

34

C3829

Machinery and Equipment, nec.

34

C3831

Electrical Industrial Machinery

34

C3821

Engines and Turbines

35

C3825

Office and Computing Machinery

35

C3843A

Motor Vehicles

36

C3843B

Parts of Motor Vehicles

36

C3844

Motorcycles and Bicycles

36

C3841

Shipbuilding and Repairing

37

C3842

Railroad Equipment

37

C3845

Aircraft

37

C3849

Transport Equipment, nec.

37

C3832A

Radio and TV

38

C3832B

Semi-Conductors

38

C3832C

Other Communications Equipment

38

C3833

Electrical Appliances and Housewares

38

C3839

Electrical Apparatus, nec.

38

C3851

Professional Equipment

38

C3852

Photographic and Optical Goods

38

C3853

Watches and Clocks

38

C332

Furniture and Fixtures

39

C390

Other Manufacturing, nec.

40

C2G

Scrap

41

C399

Miscellaneous, nec.
Note: nec is not elsewhere classified

43

5C. World Trade Model to FAF2 Geographic Region Mapping


WTM  Region

FAF #

Regions

Gulf

1

Birmingham-Hoover-Cullman, AL CSA

Gulf

2

Remainder of Alabama

North Pacific

3

Alaska

South Pacific

4

Phoenix-Mesa-Scottsdale, AZ MeSA

South Pacific

5

Tucson, AZ MeSA

South Pacific

6

Remainder of Arizona

Gulf

7

Arkansas

South Pacific

8

Los Angeles-Long Beach-Riverside, CA CSA

South Pacific

9

San Diego-Carlsbad-San Marcos, CA MeSA

South Pacific

10

Sacramento--Arden-Arcade--Truckee, CA-NV CSA (CA Part)

South Pacific

11

San Jose-San Francisco-Oakland, CA CSA

South Pacific

12

Remainder of California

Great Lakes

13

Denver-Aurora-Boulder, CO CSA

Great Lakes

14

Remainder of Colorado

North Atlantic

15

New York-Newark-Bridgeport, NY-NJ-CT-PA CSA (CT Part)

North Atlantic

16

Remainder of Connecticut

North Atlantic

17

Delaware

North Atlantic

18

Washington-Arlington-Alexandria, DC-VA-MD-WV MeSA (DC Part)

South Atlantic

19

Jacksonville, FL MeSA

South Atlantic

20

Miami-Fort Lauderdale-Miami Beach, FL MeSA

South Atlantic

21

Orlando-The Villages, FL CSA

South Atlantic

22

Tampa-St Petersburg-Clearwater, FL MeSA

South Atlantic

23

Remainder of Florida

South Atlantic

24

Atlanta-Sandy Springs-Gainesville, GA-AL CSA (GA Part)

South Atlantic

25

Remainder of Georgia

South Pacific

26

Honolulu, HI MeSA

South Pacific

27

Remainder of Hawaii

Great Lakes

28

Idaho

Great Lakes

29

Chicago-Naperville-Michigan City, IL-IN-WI CSA (IL Part)

Great Lakes

30

St Louis, MO-IL MeSA (IL Part)

Great Lakes

31

Remainder of Illinois

Great Lakes

32

Chicago-Naperville-Michigan City, IL-IN-WI CSA (IN Part)

Great Lakes

33

Indianapolis-Anderson-Columbus, IN CSA

Great Lakes

34

Remainder of Indiana

Great Lakes

35

Iowa

Great Lakes

36

Kansas City, MO-KS MeSA (KS Part)

Great Lakes

37

Remainder of Kansas

Great Lakes

38

Louisville-Elizabethtown-Scottsburg, KY-IN CSA (KY Part)

Great Lakes

39

Remainder of Kentucky

Gulf

40

New Orleans-Metairie-Bogalusa, LA CSA

Gulf

41

Remainder of Louisiana

North Atlantic

42

Maine

North Atlantic

43

Baltimore-Towson, MD MeSA

North Atlantic

44

Washington-Arlington-Alexandria, DC-VA-MD-WV MeSA (MD Part)

North Atlantic

45

Remainder of Maryland

North Atlantic

46

Boston-Worcester-Manchester, MA-NH CSA (MA Part)

North Atlantic

47

Remainder of Massachusetts

Great Lakes

48

Detroit-Warren-Flint, MI CSA

Great Lakes

49

Grand Rapids-Wyoming-Holland, MI CSA

Great Lakes

50

Remainder of Michigan

Great Lakes

51

Minneapolis-St Paul-St Cloud, MN-WI CSA (MN Part)

Great Lakes

52

Remainder of Minnesota

Gulf

53

Mississippi

Great Lakes

54

Kansas City, MO-KS MeSA (MO Part)

Great Lakes

55

St Louis-St Charles-Farmington, MO-IL CSA (MO Part)

Great Lakes

56

Remainder of Missouri

Great Lakes

57

Montana

Great Lakes

58

Nebraska

South Pacific

59

Las Vegas-Paradise-Pahrump, NV CSA

South Pacific

60

Remainder of Nevada

North Atlantic

61

New Hampshire

North Atlantic

62

New York-Newark-Bridgeport, NY-NJ-CT-PA CSA (NJ Part)

North Atlantic

63

Philadelphia-Camden-Vineland, PA-NJ-DE-MD CSA (NJ Part)

North Atlantic

64

Remainder of New Jersey

Gulf

65

New Mexico

North Atlantic

66

Albany-Schenectady-Amsterdam, NY CSA

Great Lakes

67

Buffalo-Cheektowaga-Tonawanda, NY MeSA

North Atlantic

68

New York-Newark-Bridgeport, NY-NJ-CT-PA CSA (NY Part)

Great Lakes

69

Rochester-Batavia-Seneca Falls, NY CSA

North Atlantic

70

Remainder of New York

South Atlantic

71

Charlotte-Gastonia-Salisbury, NC-SC CSA (NC Part)

South Atlantic

72

Greensboro--Winston-Salem--High Point, NC CSA

South Atlantic

73

Raleigh-Durham-Cary, NC CSA

South Atlantic

74

Remainder of North Carolina

Great Lakes

75

North Dakota

Great Lakes

76

Cincinnati-Middletown-Wilmington, OH-KY-IN CSA (OH Part)

Great Lakes

77

Cleveland-Akron-Elyria, OH CSA

Great Lakes

78

Columbus-Marion-Chillicothe, OH CSA

Great Lakes

79

Dayton-Springfield-Greenville, OH CSA

Great Lakes

80

Remainder of Ohio

Great Lakes

81

Oklahoma City-Shawnee, OK CSA

Great Lakes

82

Tulsa-Bartlesville, OK CSA

Great Lakes

83

Remainder of Oklahoma

North Pacific

84

Portland-Vancouver-Beaverton, OR-WA MeSA (OR Part)

North Pacific

85

Remainder of Oregon

North Atlantic

86

Philadelphia-Camden-Vineland, PA-NJ-DE-MD CSA (PA Part)

North Atlantic

87

Pittsburgh-New Castle, PA CSA

North Atlantic

88

Remainder of Pennsylvania

North Atlantic

89

Rhode Island

South Atlantic

90

Greenville-Anderson-Seneca, SC CSA

South Atlantic

91

Spartanburg-Gaffney-Union, SC CSA

South Atlantic

92

Remainder of South Carolina

Great Lakes

93

South Dakota

Gulf

94

Memphis, TN-MS-AR MeSA (TN Part)

Gulf

95

Nashville-Davidson--Murfreesboro--Columbia, TN CSA

Gulf

96

Remainder of Tennessee

Gulf

97

Austin-Round Rock, TX MeSA

Gulf

98

Dallas-Fort Worth, TX CSA

Gulf

99

Houston-Baytown-Huntsville, TX CSA

Gulf

100

San Antonio, TX MeSA

Gulf

101

Remainder of Texas

Great Lakes

102

Salt Lake City-Ogden-Clearfield, UT CSA

Great Lakes

103

Remainder of Utah

North Atlantic

104

Vermont

North Atlantic

105

Richmond, VA MeSA

North Atlantic

106

Virginia Beach-Norfolk-Newport News, VA-NC MeSA (VA Part)

North Atlantic

107

Washington-Baltimore-Northern Virginia, DC-MD-VA-WV CSA (VA Part)

North Atlantic

108

Remainder of Virginia

North Pacific

109

Seattle-Tacoma-Olympia, WA CSA

North Pacific

110

Remainder of Washington

Great Lakes

111

West Virginia

Great Lakes

112

Milwaukee-Racine-Waukesha, WI CSA

Great Lakes

113

Remainder of Wisconsin

Great Lakes

114

Wyoming

North Pacific

115

Anchorage, AK

North Pacific

116

Blaine, WA

Great Lakes

117

International Falls, MN

Great Lakes

118

Alexandria Bay, NY

Great Lakes

119

Champlain/Rouses Point, NY

North Atlantic

120

Portland, ME

South Atlantic

121

Charleston, SC

South Atlantic

122

Savannah, GA

Gulf

123

Mobile, AL

Gulf

124

Baton Rouge, LA

Gulf

125

Morgan City, LA

Gulf

126

Lake Charles, LA

Gulf

127

Beaumont, TX

Gulf

128

Corpus Christi, TX

Gulf

129

Brownsville/Hidalgo, TX

Gulf

130

Laredo, TX

Gulf

131

El Paso, TX

5D. Economic Variables for High & Low Growth Scenarios

The differences from the baseline values for the high and low growth scenarios are listed in the table below for the industry sectors used in the forecasts for the example years of 2010 and 2035.

Category Description

2010 Low

2010 High

2035 Low

2035 High

Crop Farming

88.11%

109.79%

76.40%

122.70%

Animal Production

88.11%

109.79%

76.40%

122.70%

Forestry

88.11%

109.79%

76.40%

122.70%

Fishing, Hunting and Trapping

88.11%

109.79%

76.40%

122.70%

Support Activities for Farming, Forestry, Fishing

88.11%

109.79%

76.40%

122.70%

Crude Petroleum and Natural Gas Extraction

94.00%

100.81%

82.54%

97.84%

Mining

94.00%

100.81%

82.54%

97.84%

Support Activities for Mining

94.00%

100.81%

82.54%

97.84%

Utilities

94.91%

103.48%

86.82%

110.76%

Mining

93.65%

108.19%

85.01%

119.26%

Building Construction

93.65%

108.19%

85.01%

119.26%

Heavy and Civil Engineering Construction

93.65%

108.19%

85.01%

119.26%

Specialty Trade Contractors

90.76%

116.62%

58.53%

141.32%

Wood Product Manufacturing

97.12%

109.94%

86.44%

120.84%

Nonmetallic Mineral Product Manufacturing

94.21%

101.99%

75.73%

156.15%

Primary Metal Product Manufacturing

96.62%

106.37%

76.12%

121.17%

Fabricated Metal Product Manufacturing

95.86%

102.30%

74.83%

143.85%

Machinery Manufacturing

85.31%

97.63%

80.23%

106.71%

Computer & Electronic Product Manufacturing

98.47%

103.52%

80.33%

139.70%

Electrical Equipment & Appliance Manufacturing

95.85%

101.29%

75.98%

128.23%

Transportation Equipment Manufacturing

95.28%

108.94%

94.29%

134.16%

Furniture & Related Product Manufacturing

96.87%

98.05%

52.86%

199.34%

Miscellaneous Manufacturing

97.40%

99.82%

88.83%

106.21%

Food Manufacturing

95.49%

100.45%

93.12%

129.50%

Beverages & Tobacco Products

97.55%

100.39%

100.71%

108.90%

Textile Mills

98.35%

104.55%

82.87%

145.05%

Textile Product Manufacturing

98.29%

103.70%

95.52%

107.68%

Apparel

98.72%

103.83%

96.80%

110.40%

Leather & Allied Product Manufacturing

96.57%

100.90%

89.44%

184.36%

Paper & Paper Product Manufacturing

99.12%

100.75%

85.42%

114.17%

Printing & Related Support Activities

92.64%

94.79%

108.24%

102.09%

Petroleum & Coal Products

96.64%

102.00%

89.51%

116.06%

Chemical Product and Preparation Manufacturing

96.98%

103.00%

88.53%

139.22%

Plastics & Rubber Product Manufacturing

94.76%

107.82%

80.52%

115.29%

Durable Goods Merchant Wholesalers

94.76%

107.82%

80.52%

115.29%

Nondurable Goods Merchant Wholesalers

94.76%

107.82%

80.52%

115.29%

Wholesale Trade Agents, Brokers, Electronic Markets

95.17%

103.98%

85.76%

108.66%

Motor Vehicles & Parts Stores

95.17%

103.98%

85.76%

108.66%

Home Furnishings Stores

95.17%

103.98%

85.76%

108.66%

Consumer Electronics & Appliance Stores

95.17%

103.98%

85.76%

108.66%

Building Materials, Nurseries, and Farm Supply Stores

88.11%

109.79%

76.40%

122.70%

Food & Beverage Stores

95.17%

103.98%

85.76%

108.66%

Drug, Health and Personal Care Stores

95.17%

103.98%

85.76%

108.66%

Gasoline Stations

95.17%

103.98%

85.76%

108.66%

Clothing, Shoe, Jewelry Stores

95.17%

103.98%

85.76%

108.66%

Sporting, Toy, Hobby, Book, Sewing Stores

95.17%

103.98%

85.76%

108.66%

Department, General Merchandise Stores

95.17%

103.98%

85.76%

108.66%

Miscellaneous Store Retailers

95.17%

103.98%

85.76%

108.66%

Other Direct Selling Establishments

95.17%

103.98%

85.76%

108.66%

Air Transportation

95.37%

108.99%

86.28%

172.56%

Railroad Transportation

95.37%

108.99%

86.28%

172.56%

Water Transportation

95.37%

108.99%

86.28%

172.56%

Truck Transportation

95.37%

108.99%

86.28%

172.56%

Transit and Ground Passenger Transportation

95.37%

108.99%

86.28%

172.56%

Pipeline Transportation

95.37%

108.99%

86.28%

172.56%

Scenic and Sightseeing Transportation

95.37%

108.99%

86.28%

172.56%

Air Traffic Control and Airport Operations

95.37%

108.99%

86.28%

172.56%

Postal Service

95.37%

108.99%

86.28%

172.56%

Couriers, Messengers and Local Delivery

95.37%

108.99%

86.28%

172.56%

Warehousing and Storage

95.37%

108.99%

86.28%

172.56%

Publishers

98.35%

107.18%

89.52%

177.39%

 

 

previous
Office of Operations