CES Industry Dashboard

Summary Tables

Row 2

Non-Seasonally Adjusted Summary Table

Series March 2026 +/- February 2026 Change (%) +/- March 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 1,596,100 1,000 0.1% 29,300 1.9% 1,612,000 100.0%
Total private 1,408,200 900 0.1% 29,400 2.1% 1,423,500 88.2%
Goods-producing 194,800 −300 −0.2% 3,400 1.8% 211,500 12.2%
Mining and logging 14,800 100 0.7% 500 3.5% 16,100 0.9%
Metal ore mining 10,600 −100 −0.9% 0 0.0% 12,300 0.7%
Construction 111,800 −600 −0.5% 2,200 2.0% 148,800 7.0%
Construction of buildings 19,000 300 1.6% −100 −0.5% 26,500 1.2%
Specialty trade contractors 82,000 −700 −0.8% 2,200 2.8% 107,200 5.1%
Manufacturing 68,200 200 0.3% 700 1.0% 68,500 4.3%
Durable goods 46,000 0 0.0% 800 1.8% 46,100 2.9%
Miscellaneous durable goods manufacturing 7,000 0 0.0% 100 1.4% 9,000 0.4%
Other miscellaneous durable goods manufacturing 6,200 0 0.0% 100 1.6% 8,700 0.4%
Nondurable goods 22,200 200 0.9% −100 −0.4% 22,900 1.4%
Service-providing 1,401,300 1,300 0.1% 25,900 1.9% 1,417,800 87.8%
Private service-providing 1,213,400 1,200 0.1% 26,000 2.2% 1,228,500 76.0%
Trade, transportation, and utilities 295,300 −1,300 −0.4% 5,800 2.0% 308,700 18.5%
Wholesale Trade 43,100 −300 −0.7% 500 1.2% 43,700 2.7%
Retail trade 150,300 −2,000 −1.3% 2,200 1.5% 157,300 9.4%
Food and beverage stores 29,100 −200 −0.7% 400 1.4% 29,800 1.8%
Health and personal care retailers 10,000 0 0.0% −200 −2.0% 10,800 0.6%
Transportation, Warehousing, and Utilities 101,900 1,000 1.0% 3,100 3.1% 109,900 6.4%
Utilities 4,600 0 0.0% 0 0.0% 5,700 0.3%
Transportation and Warehousing 97,300 1,000 1.0% 3,100 3.3% 105,200 6.1%
Transit and ground passenger transportation 8,700 0 0.0% −100 −1.1% 15,300 0.5%
Taxi and limousine service 3,900 0 0.0% −200 −4.9% 11,300 0.2%
Information 22,200 0 0.0% 1,200 5.7% 22,500 1.4%
Telecommunications 3,500 0 0.0% −100 −2.8% 10,400 0.2%
Financial activities 78,300 −700 −0.9% −2,200 −2.7% 81,200 4.9%
Finance and insurance 47,400 −300 −0.6% −1,200 −2.5% 49,000 3.0%
Credit intermediation and related activities 19,100 −200 −1.0% −900 −4.5% 25,200 1.2%
Real estate and rental and leasing 30,900 −400 −1.3% −1,000 −3.1% 32,400 1.9%
Professional and business services 230,000 2,900 1.3% 12,100 5.6% 233,900 14.4%
Professional and technical services 80,000 800 1.0% 4,000 5.3% 80,000 5.0%
Management of companies and enterprises 37,400 700 1.9% 2,100 5.9% 37,400 2.3%
Administrative and waste services 112,600 1,400 1.3% 6,000 5.6% 119,500 7.1%
Administrative and support services 106,500 1,400 1.3% 6,000 6.0% 113,300 6.7%
Employment services 28,200 700 2.5% 3,400 13.7% 33,700 1.8%
Education and health services 186,500 1,000 0.5% 9,100 5.1% 186,500 11.7%
Educational services 17,800 300 1.7% 1,400 8.5% 17,800 1.1%
Health care and social assistance 168,700 700 0.4% 7,700 4.8% 168,700 10.6%
Ambulatory health care services 80,900 800 1.0% 4,700 6.2% 81,100 5.1%
Hospitals 37,300 200 0.5% 1,300 3.6% 37,300 2.3%
Leisure and hospitality 358,400 −1,400 −0.4% 1,000 0.3% 367,500 22.5%
Arts, entertainment, and recreation 44,900 200 0.4% 2,700 6.4% 46,000 2.8%
Amusements, gambling, and recreation 29,800 0 0.0% 700 2.4% 31,500 1.9%
Gambling industries 10,400 −100 −1.0% 100 1.0% 13,800 0.7%
Accommodation and food services 313,500 −1,600 −0.5% −1,700 −0.5% 325,000 19.6%
Accommodation 165,600 700 0.4% −1,300 −0.8% 219,700 10.4%
Casino hotels 149,400 300 0.2% −1,800 −1.2% 210,000 9.4%
Food services and drinking places 147,900 −2,300 −1.5% −400 −0.3% 152,000 9.3%
Restaurants and other eating places 134,200 −700 −0.5% 500 0.4% 136,400 8.4%
Full-service restaurants 69,900 −200 −0.3% −100 −0.1% 70,800 4.4%
Limited-service eating places 64,300 −500 −0.8% 600 0.9% 66,300 4.0%
Other services 42,700 700 1.7% −1,000 −2.3% 46,900 2.7%
Government 187,900 100 0.1% −100 −0.1% 189,500 11.8%
Federal 21,100 0 0.0% −1,200 −5.4% 23,200 1.3%
State government 48,800 200 0.4% 300 0.6% 48,800 3.1%
State government education 27,500 200 0.7% 200 0.7% 27,700 1.7%
State government, excluding education 21,300 0 0.0% 100 0.5% 21,500 1.3%
Local government 118,000 −100 −0.1% 800 0.7% 119,100 7.4%
Local government education 62,300 −200 −0.3% 200 0.3% 63,200 3.9%
Local government, excluding education 55,700 100 0.2% 600 1.1% 59,600 3.5%

Seasonally Adjusted Summary Table

Series March 2026 +/- February 2026 Change (%) +/- March 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 1,603,700 −1,600 −0.1% 28,700 1.8% 1,605,300 100.0%
Total private 1,419,700 −1,400 −0.1% 29,100 2.1% 1,421,100 88.5%
Goods-producing 196,000 −2,300 −1.2% 2,600 1.3% 208,100 12.2%
Mining and logging 14,900 100 0.7% 500 3.5% 15,800 0.9%
Construction 112,800 −2,600 −2.3% 1,300 1.2% 146,400 7.0%
Manufacturing 68,300 200 0.3% 800 1.2% 68,500 4.3%
Durable goods 46,100 100 0.2% 1,000 2.2% 46,100 2.9%
Nondurable goods 22,200 100 0.5% −200 −0.9% 23,000 1.4%
Service-providing 1,407,700 700 0.0% 26,100 1.9% 1,407,700 87.8%
Private service-providing 1,223,700 900 0.1% 26,500 2.2% 1,223,700 76.3%
Trade, transportation, and utilities 298,300 −100 −0.0% 5,700 1.9% 300,100 18.6%
Wholesale Trade 43,500 −200 −0.5% 800 1.9% 43,700 2.7%
Retail trade 151,900 −200 −0.1% 2,600 1.7% 154,100 9.5%
Transportation, Warehousing, and Utilities 102,900 300 0.3% 2,300 2.3% 105,700 6.4%
Information 22,200 0 0.0% 1,000 4.7% 22,500 1.4%
Financial activities 78,900 −200 −0.3% −2,000 −2.5% 80,900 4.9%
Finance and insurance 47,500 100 0.2% −1,300 −2.7% 48,900 3.0%
Real estate and rental and leasing 31,400 −300 −0.9% −700 −2.2% 32,100 2.0%
Professional and business services 232,600 1,900 0.8% 11,100 5.0% 232,600 14.5%
Professional and technical services 80,100 700 0.9% 4,200 5.5% 80,100 5.0%
Management of companies and enterprises 37,500 500 1.4% 2,000 5.6% 37,500 2.3%
Administrative and waste services 115,000 700 0.6% 4,900 4.5% 117,100 7.2%
Education and health services 186,500 1,600 0.9% 9,000 5.1% 186,500 11.6%
Educational services 17,500 200 1.2% 1,400 8.7% 17,500 1.1%
Health care and social assistance 169,000 1,400 0.8% 7,600 4.7% 169,000 10.5%
Leisure and hospitality 362,200 −2,800 −0.8% 2,800 0.8% 365,000 22.6%
Arts, entertainment, and recreation 46,200 −300 −0.6% 3,100 7.2% 46,500 2.9%
Accommodation and food services 316,000 −2,500 −0.8% −300 −0.1% 323,300 19.7%
Other services 43,000 500 1.2% −1,100 −2.5% 46,300 2.7%
Government 184,000 −200 −0.1% −400 −0.2% 185,100 11.5%
Federal 21,200 −100 −0.5% −1,300 −5.8% 23,100 1.3%
State government 46,100 −100 −0.2% 600 1.3% 46,200 2.9%
Local government 116,700 0 0.0% 300 0.3% 118,000 7.3%

Totals & Clusters

Row 2

Total Nonfarm

Goods-Producing

Service-Providing

Total Private

Private Service-Providing

Natural Resources and Mining

Row 2

Mining and Logging

Metal Ore Mining

Construction

Row 2

Construction

Construction of Buildings

Specialty Trade Contractors

Manufacturing

Row 2

Manufacturing

Nondurable Goods

Durable Goods

Miscellaneous Durable Goods Manufacturing

Other Miscellaneous Durable Goods Manufacturing

Trade, Transportation, and Utilities

Row 2

Trade, Transportation, and Utilities

Wholesale Trade

Retail trade

Transit and Ground Passenger Transportation

Transportation and Warehousing

Taxi and Limousine Service

Transportation, Warehousing, and Utilities

Utilities

Food and Beverage Stores

Health and Personal Care Stores

Information

Row 2

Information

Telecommunications

Finance and Insurance

Row 2

Finance and Insurance

Financial Activities

Real Estate and Rental and Leasing

Professional and Business Services

Row 2

Professional and Business Services

Professional and Technical Services

Management of Companies and Enterprises

Administrative and Support Services

Administrative and Waste Services

Employment Services

Education and Health Services

Row 2

Education and Health Services

Educational Services

Health Care and Social Assistance

Ambulatory Health Care Services

Hospitals

Leisure and Hospitality

Row 2

Leisure and Hospitality

Accommodation and Food Services

Accommodation

Amusements, Gambling, and Recreation

Arts, Entertainment, and Recreation

Casino Hotels

Gambling Industries

Restaurants and Other Eating Places

Food Services and Drinking Places

Full-Service Restaurants

Limited-Service Eating Places

Other Services

Row 2

Other Services

Government

Row 2

Government

Federal

State Government

State Government Education

State Government Excluding Education

Local Government

Local Government Education

Local Government Excluding Education

Summary Tables

Row 2

Non-Seasonally Adjusted Summary Table

Series March 2026 +/- February 2026 Change (%) +/- March 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 1,164,100 0 0.0% 16,800 1.5% 1,177,100 100.0%
Total private 1,040,100 100 0.0% 16,200 1.6% 1,052,900 89.3%
Goods-producing 109,100 −400 −0.4% 0 0.0% 139,900 9.4%
Mining and logging 400 0 0.0% −100 −20.0% 700 0.0%
Construction 78,400 −500 −0.6% 300 0.4% 112,000 6.7%
Construction of buildings 12,900 0 0.0% −200 −1.5% 19,400 1.1%
Specialty trade contractors 58,100 −500 −0.9% 400 0.7% 82,500 5.0%
Manufacturing 30,300 100 0.3% −200 −0.7% 30,800 2.6%
Durable goods 16,900 0 0.0% 0 0.0% 18,200 1.5%
Other miscellaneous durable goods manufacturing 4,400 0 0.0% 0 0.0% 5,100 0.4%
Nondurable goods 13,400 100 0.8% −200 −1.5% 14,100 1.2%
Service-providing 1,055,000 400 0.0% 16,800 1.6% 1,069,100 90.6%
Private service-providing 931,000 500 0.1% 16,200 1.8% 943,800 80.0%
Trade, transportation, and utilities 210,000 −1,100 −0.5% 3,400 1.6% 220,700 18.0%
Wholesale Trade 27,400 −200 −0.7% 100 0.4% 28,000 2.4%
Retail trade 109,700 −1,800 −1.6% 800 0.7% 116,000 9.4%
Food and beverage stores 22,000 −100 −0.5% 300 1.4% 22,500 1.9%
Health and personal care retailers 8,100 0 0.0% −200 −2.4% 8,900 0.7%
Transportation, Warehousing, and Utilities 72,900 900 1.2% 2,500 3.6% 79,500 6.3%
Utilities 3,000 0 0.0% 0 0.0% 3,500 0.3%
Transportation and Warehousing 69,900 900 1.3% 2,500 3.7% 76,600 6.0%
Transit and ground passenger transportation 7,800 100 1.3% 0 0.0% 14,400 0.7%
Taxi and limousine service 3,800 0 0.0% −200 −5.0% 11,100 0.3%
Information 16,400 0 0.0% 900 5.8% 16,700 1.4%
Telecommunications 2,600 0 0.0% −100 −3.7% 7,100 0.2%
Financial activities 60,100 −500 −0.8% −1,900 −3.1% 62,400 5.2%
Finance and insurance 35,900 −200 −0.6% −700 −1.9% 37,000 3.1%
Credit intermediation and related activities 15,400 −300 −1.9% −800 −4.9% 19,800 1.3%
Real estate and rental and leasing 24,200 −300 −1.2% −1,200 −4.7% 25,800 2.1%
Professional and business services 176,400 3,100 1.8% 9,300 5.6% 178,900 15.2%
Professional and technical services 58,800 800 1.4% 3,400 6.1% 58,800 5.1%
Management of companies and enterprises 29,100 600 2.1% 1,400 5.1% 29,100 2.5%
Administrative and waste services 88,500 1,700 2.0% 4,500 5.4% 93,400 7.6%
Administrative and support services 84,600 1,700 2.1% 4,500 5.6% 89,500 7.3%
Employment services 20,300 700 3.6% 2,100 11.5% 23,600 1.7%
Education and health services 138,700 −300 −0.2% 6,700 5.1% 139,000 11.9%
Health care and social assistance 125,200 −300 −0.2% 6,400 5.4% 125,500 10.8%
Ambulatory health care services 62,500 700 1.1% 4,300 7.4% 62,500 5.4%
Hospitals 26,000 0 0.0% 1,000 4.0% 26,000 2.2%
Leisure and hospitality 297,200 −1,400 −0.5% −1,300 −0.4% 306,100 25.5%
Arts, entertainment, and recreation 33,400 100 0.3% 2,100 6.7% 33,900 2.9%
Amusements, gambling, and recreation 19,900 100 0.5% 500 2.6% 21,000 1.7%
Gambling industries 6,000 −100 −1.6% −100 −1.6% 6,800 0.5%
Accommodation and food services 263,800 −1,500 −0.6% −3,400 −1.3% 273,100 22.7%
Accommodation 144,400 600 0.4% −2,300 −1.6% 184,700 12.4%
Casino hotels 131,900 300 0.2% −2,200 −1.6% 174,900 11.3%
Food services and drinking places 119,400 −2,100 −1.7% −1,100 −0.9% 122,800 10.3%
Restaurants and other eating places 108,200 −600 −0.6% −300 −0.3% 110,100 9.3%
Full-service restaurants 58,100 −200 −0.3% −400 −0.7% 59,000 5.0%
Limited-service eating places 50,100 −400 −0.8% 100 0.2% 51,900 4.3%
Other services 32,200 700 2.2% −900 −2.7% 36,200 2.8%
Government 124,000 −100 −0.1% 600 0.5% 125,300 10.7%
Federal 14,300 0 0.0% −700 −4.7% 16,100 1.2%
State government 26,200 200 0.8% 400 1.6% 26,200 2.3%
Local government 83,500 −300 −0.4% 900 1.1% 84,800 7.2%

Seasonally Adjusted Summary Table

Series March 2026 +/- February 2026 Change (%) +/- March 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 1,171,900 −400 −0.0% 19,800 1.7% 1,172,700 100.0%

Totals and Clusters

Row 2

Total Non-Farm

Goods-Producing

Service-Providing

Total Private

Private Service-Providing

Natural Resources and Mining

Mining and Logging

Construction

Row 2

Construction

Construction of Buildings

Specialty Trade Contractors

Manufacturing

Row 2

Manufacturing

Nondurable Goods

Durable Goods

Other Miscellaneous Durable Goods Manufacturing

Trade, Transportation, and Utilities

Row 2

Trade, Transportation, and Utilities

Wholesale Trade

Retail trade

Food and Beverage Stores

Health and Personal Care Stores

Transportation, Warehousing, and Utilities

Utilities

Transportation and Warehousing

Transit and Ground Passenger Transportation

Taxi and Limousine Service

Information

Row 2

Information

Telecommunications

Financial Activities

Row 2

Financial Activities

Finance and Insurance

Real Estate and Rental and Leasing

Professional and Business Services

Row 2

Professional and Business Services

Professional and Technical Services

Management of Companies and Enterprises

Administrative and Waste Services

Administrative and Support Services

Employment Services

Education and Health Services

Row 2

Education and Health Services

Health Care and Social Assistance

Ambulatory Health Care Services

Hospitals

Leisure and Hospitality

Row 2

Leisure and Hospitality

Arts, Entertainment, and Recreation

Amusements, Gambling, and Recreation

Gambling Industries

Accommodation and Food Services

Accommodation

Casino Hotels

Food Services and Drinking Places

Restaurants and Other Eating Places

Full-Service Restaurants

Limited-Service Eating Places

Other Services

Row 2

Other Services

Government

Row 2

Government

Federal

State Government

Local Government

Summary Tables

Row 2

Non-Seasonally Adjusted Summary Table

Series March 2026 +/- February 2026 Change (%) +/- March 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 286,500 900 0.3% 6,500 2.3% 289,000 100.0%
Total private 249,100 800 0.3% 6,000 2.5% 252,300 86.9%
Goods-producing 56,400 300 0.5% 1,700 3.1% 57,300 19.7%
Mining and logging 600 0 0.0% 0 0.0% 1,700 0.2%
Construction 24,200 0 0.0% 800 3.4% 27,100 8.4%
Manufacturing 31,600 300 1.0% 900 2.9% 31,600 11.0%
Miscellaneous durable goods manufacturing 1,800 0 0.0% 0 0.0% 3,900 0.6%
Service-providing 230,100 600 0.3% 4,800 2.1% 232,300 80.3%
Private service-providing 192,700 500 0.3% 4,300 2.3% 195,300 67.3%
Trade, transportation, and utilities 60,600 −200 −0.3% 1,100 1.8% 63,800 21.2%
Wholesale Trade 9,900 −100 −1.0% 0 0.0% 11,900 3.5%
Retail trade 26,100 −100 −0.4% 500 2.0% 27,200 9.1%
Food and beverage stores 4,700 0 0.0% 100 2.2% 4,800 1.6%
Transportation, Warehousing, and Utilities 24,600 0 0.0% 600 2.5% 26,300 8.6%
Information 4,200 0 0.0% 300 7.7% 4,200 1.5%
Financial activities 11,700 −100 −0.8% −200 −1.7% 12,400 4.1%
Finance and insurance 6,500 0 0.0% −200 −3.0% 6,900 2.3%
Professional and business services 33,600 −100 −0.3% 400 1.2% 35,700 11.7%
Administrative and waste services 15,900 0 0.0% 1,000 6.7% 20,300 5.5%
Education and health services 34,500 900 2.7% 1,700 5.2% 34,500 12.0%
Leisure and hospitality 40,400 −200 −0.5% 1,000 2.5% 45,500 14.1%
Accommodation and food services 32,800 −200 −0.6% 600 1.9% 38,300 11.4%
Accommodation 12,500 0 0.0% 200 1.6% 28,900 4.4%
Casino hotels 11,000 0 0.0% 200 1.9% 27,800 3.8%
Food services and drinking places 20,300 −200 −1.0% 400 2.0% 20,900 7.1%
Other services 7,700 200 2.7% 0 0.0% 8,000 2.7%
Government 37,400 100 0.3% 500 1.4% 37,400 13.1%
Federal 4,000 0 0.0% −100 −2.4% 4,600 1.4%
State government 13,600 0 0.0% 500 3.8% 13,700 4.7%
Local government 19,800 100 0.5% 100 0.5% 19,900 6.9%

Seasonally Adjusted Summary Table

Series March 2026 +/- February 2026 Change (%) +/- March 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 287,800 400 0.1% 6,200 2.2% 287,800 100.0%

Totals and Clusters

Row 2

Total Nonfarm

Goods-Producing

Service-Providing

Total Private

Private Service-Providing

Mining and Logging

Row 2

Mining and Logging

Construction

Row 2

Construction

Manufacturing

Row 2

Manufacturing

Miscellaneous Durable Goods Manufacturing

Trade, Transportation, and Utilities

Row 2

Trade, Transportation, and Utilities

Wholesale Trade

Retail trade

Food and Beverage Stores

Transportation, Warehousing, and Utilities

Information

Row 2

Information

Financial Activities

Row 2

Financial Activities

Finance and Insurance

Professional and Business Services

Row 2

Professional and Business Services

Administrative and Waste Services

Row 2

Administrative and Waste Services

Education and Health Services

Row 2

Education and Health Services

Leisure and Hospitality

Row 2

Leisure and Hospitality

Accommodation and Food Services

Accommodation

Casino Hotels

Food Services and Drinking Places

Other Services

Row 2

Other Services

Government

Row 2

Government

Federal

State Government

Local Government

Summary Tables

Row 2

Non-Seasonally Adjusted Summary Table

Series March 2026 +/- February 2026 Change (%) +/- March 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 32,400 100 0.3% −100 −0.3% 33,600 100.0%
Total private 22,700 0 0.0% 200 0.9% 23,400 70.1%
Goods-producing 4,700 0 0.0% 100 2.2% 5,800 14.5%
Manufacturing 2,900 0 0.0% 0 0.0% 4,200 9.0%
Service-providing 27,700 100 0.4% −200 −0.7% 28,300 85.5%
Private service-providing 18,000 0 0.0% 100 0.6% 18,500 55.6%
Trade, transportation, and utilities 4,600 0 0.0% 100 2.2% 5,300 14.2%
Retail trade 3,400 0 0.0% 100 3.0% 4,300 10.5%
Professional and business services 3,100 0 0.0% 100 3.3% 3,600 9.6%
Leisure and hospitality 3,400 0 0.0% 0 0.0% 4,500 10.5%
Government 9,700 100 1.0% −300 −3.0% 10,900 29.9%
Federal 500 0 0.0% −100 −16.7% 900 1.5%
State government 7,300 100 1.4% 0 0.0% 8,200 22.5%
Local government 1,900 0 0.0% −200 −9.5% 2,800 5.9%

Seasonally Adjusted Summary Table

Series March 2026 +/- February 2026 Change (%) +/- March 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 32,700 0 0.0% 100 0.3% 33,300 100.0%

Totals and Clusters

Row 2

Total Nonfarm

Goods-Producing

Service-Providing

Total Private

Private Service-Providing

Manufacturing

Row 2

Manufacturing

Trade, Transportation, and Utilities

Row 2

Trade, Transportation, and Utilities

Retail Trade

Leisure and Hospitality

Row 2

Leisure and Hospitality

Professional and Business Services

Row 2

Professional Business Services

Government

Row 2

Government

Federal

State Government

Local Government

About

Estimates come from the Current Employment Statistics (CES) program sponsored by the Bureau of Labor statistics (BLS-CES). This dashboard contains CES data for Nevada, the Las Vegas-Henderson-North Las Vegas Metropolitan Statistical Area (MSA), Reno- Sparks MSA, and the Carson City MSA.

Some estimates have been seasonally adjusted to account for regularly seen economic patterns. This is done to show underlying trends in the data, and to provide more stable estimates of employment.

Prepared by the Research and Analysis Bureau with contributions from: Antonio Solorio, Bhramman Gulati, Dionny McDonnell, David Schmidt, Marianne Kattenhorn, Benjamin Albrecth, Andrew Stencel, and Tim Wilcox.

Special thanks to all the R and RStudio developers that built the packages to make this possible. Packages used in this report include tidyverse, RColorBrewer, ggthemes, scales, cowplot, data.table, RcppRoll, transformr, gridExtra, gapminder, hrbrthemes, ggforce, patchwork, reshape2, tidyquant, kableExtra, reshape, tinytex, extrafont, knitr, magrittr, Cairo, DBI, ggrepel, magick, dplyr, gtable, grid, glue, plotly, flexdashboard, gt.

This workforce product was funded by a grant awarded by the U.S. Department of Labor’s Employment and Training Administration. The product was created by the recipient and does not necessarily reflect the official position of the U.S. Department of Labor. The U.S. Department of Labor makes no guarantees, warranties, or assurances of any kind, express or implied, with respect to such information, including any information on linked sites and including, but not limited to, accuracy of the information or its completeness, timeliness, usefulness, adequacy, continued availability, or ownership. This product is copyrighted by the institution that created it. Internal use by an organization and/or personal use by an individual for non-commercial purposes is permissible. All other uses require the prior authorization of the copyright owner.