CES Industry Dashboard

Summary Tables

Row 2

Non-Seasonally Adjusted Summary Table

Series May 2026 +/- April 2026 Change (%) +/- May 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 1,615,800 7,000 0.4% 30,400 1.9% 1,615,800 100.0%
Total private 1,427,600 5,700 0.4% 31,700 2.3% 1,427,600 88.4%
Goods-producing 200,300 2,200 1.1% 6,200 3.2% 211,500 12.4%
Mining and logging 15,000 100 0.7% 600 4.2% 16,100 0.9%
Metal ore mining 10,700 0 0.0% 100 0.9% 12,300 0.7%
Construction 117,000 1,900 1.7% 5,000 4.5% 148,800 7.2%
Construction of buildings 19,300 400 2.1% 100 0.5% 26,500 1.2%
Specialty trade contractors 86,900 1,700 2.0% 5,100 6.2% 107,200 5.4%
Manufacturing 68,300 200 0.3% 600 0.9% 68,500 4.2%
Durable goods 45,900 100 0.2% 600 1.3% 46,100 2.8%
Miscellaneous durable goods manufacturing 6,900 0 0.0% 0 0.0% 9,000 0.4%
Other miscellaneous durable goods manufacturing 6,100 0 0.0% 0 0.0% 8,700 0.4%
Nondurable goods 22,400 100 0.4% 0 0.0% 22,900 1.4%
Service-providing 1,415,500 4,800 0.3% 24,200 1.7% 1,417,800 87.6%
Private service-providing 1,227,300 3,500 0.3% 25,500 2.1% 1,228,500 76.0%
Trade, transportation, and utilities 294,500 −900 −0.3% 4,600 1.6% 308,700 18.2%
Wholesale Trade 43,500 200 0.5% 800 1.9% 43,700 2.7%
Retail trade 150,600 0 0.0% 2,400 1.6% 157,300 9.3%
Food and beverage stores 29,000 −200 −0.7% 400 1.4% 29,800 1.8%
Health and personal care retailers 9,900 0 0.0% −300 −2.9% 10,800 0.6%
Transportation, Warehousing, and Utilities 100,400 −1,100 −1.1% 1,400 1.4% 109,900 6.2%
Utilities 4,600 0 0.0% 0 0.0% 5,700 0.3%
Transportation and Warehousing 95,800 −1,100 −1.1% 1,400 1.5% 105,200 5.9%
Transit and ground passenger transportation 8,600 −100 −1.1% −200 −2.3% 15,300 0.5%
Taxi and limousine service 3,800 −100 −2.6% −300 −7.3% 11,300 0.2%
Information 22,200 0 0.0% 1,200 5.7% 22,500 1.4%
Telecommunications 3,500 0 0.0% 0 0.0% 10,400 0.2%
Financial activities 78,000 −700 −0.9% −3,000 −3.7% 81,200 4.8%
Finance and insurance 47,300 −500 −1.0% −1,400 −2.9% 49,000 2.9%
Credit intermediation and related activities 19,100 −100 −0.5% −900 −4.5% 25,200 1.2%
Real estate and rental and leasing 30,700 −200 −0.6% −1,600 −5.0% 32,400 1.9%
Professional and business services 238,000 3,100 1.3% 15,400 6.9% 238,000 14.7%
Professional and technical services 79,900 −800 −1.0% 4,200 5.5% 80,700 4.9%
Management of companies and enterprises 37,300 0 0.0% 2,100 6.0% 37,300 2.3%
Administrative and waste services 120,800 3,900 3.3% 9,100 8.1% 120,800 7.5%
Administrative and support services 114,300 3,600 3.3% 8,800 8.3% 114,300 7.1%
Employment services 30,600 1,000 3.4% 3,100 11.3% 33,700 1.9%
Education and health services 187,800 −500 −0.3% 8,200 4.6% 188,300 11.6%
Educational services 17,600 −300 −1.7% 800 4.8% 17,900 1.1%
Health care and social assistance 170,200 −200 −0.1% 7,400 4.5% 170,400 10.5%
Ambulatory health care services 82,100 700 0.9% 4,800 6.2% 82,100 5.1%
Hospitals 37,100 −400 −1.1% 1,000 2.8% 37,500 2.3%
Leisure and hospitality 364,300 2,300 0.6% 500 0.1% 367,500 22.5%
Arts, entertainment, and recreation 47,500 1,000 2.2% 2,000 4.4% 47,500 2.9%
Amusements, gambling, and recreation 31,400 600 1.9% 800 2.6% 31,500 1.9%
Gambling industries 10,600 0 0.0% 200 1.9% 13,800 0.7%
Accommodation and food services 316,800 1,300 0.4% −1,500 −0.5% 325,000 19.6%
Accommodation 166,200 1,500 0.9% −1,100 −0.7% 219,700 10.3%
Casino hotels 150,300 1,300 0.9% −1,300 −0.9% 210,000 9.3%
Food services and drinking places 150,600 −200 −0.1% −400 −0.3% 152,000 9.3%
Restaurants and other eating places 135,800 −100 −0.1% 500 0.4% 136,400 8.4%
Full-service restaurants 70,300 −200 −0.3% −100 −0.1% 70,800 4.4%
Limited-service eating places 65,500 100 0.2% 600 0.9% 66,300 4.1%
Other services 42,500 200 0.5% −1,400 −3.2% 46,900 2.6%
Government 188,200 1,300 0.7% −1,300 −0.7% 189,500 11.6%
Federal 21,200 200 1.0% −1,200 −5.4% 23,200 1.3%
State government 48,900 500 1.0% 200 0.4% 48,900 3.0%
State government education 27,600 500 1.8% 300 1.1% 27,700 1.7%
State government, excluding education 21,300 0 0.0% −100 −0.5% 21,500 1.3%
Local government 118,100 600 0.5% −300 −0.3% 119,100 7.3%
Local government education 61,900 −100 −0.2% −500 −0.8% 63,200 3.8%
Local government, excluding education 56,200 700 1.3% 200 0.4% 59,600 3.5%

Seasonally Adjusted Summary Table

Series May 2026 +/- April 2026 Change (%) +/- May 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 1,609,300 800 0.0% 29,200 1.8% 1,609,300 100.0%
Total private 1,425,900 300 0.0% 30,700 2.2% 1,425,900 88.6%
Goods-producing 199,600 600 0.3% 5,900 3.0% 208,100 12.4%
Mining and logging 15,000 100 0.7% 500 3.4% 15,800 0.9%
Construction 116,000 100 0.1% 4,500 4.0% 146,400 7.2%
Manufacturing 68,600 400 0.6% 900 1.3% 68,600 4.3%
Durable goods 46,200 200 0.4% 900 2.0% 46,200 2.9%
Nondurable goods 22,400 200 0.9% 0 0.0% 23,000 1.4%
Service-providing 1,409,700 200 0.0% 23,300 1.7% 1,409,700 87.6%
Private service-providing 1,226,300 −300 −0.0% 24,800 2.1% 1,226,600 76.2%
Trade, transportation, and utilities 297,100 −1,400 −0.5% 4,700 1.6% 300,100 18.5%
Wholesale Trade 43,800 −100 −0.2% 1,100 2.6% 43,900 2.7%
Retail trade 152,100 0 0.0% 2,900 1.9% 154,100 9.5%
Transportation, Warehousing, and Utilities 101,200 −1,300 −1.3% 700 0.7% 105,700 6.3%
Information 22,200 0 0.0% 1,600 7.8% 22,500 1.4%
Financial activities 78,300 −700 −0.9% −2,600 −3.2% 80,900 4.9%
Finance and insurance 47,500 −300 −0.6% −1,400 −2.9% 48,900 3.0%
Real estate and rental and leasing 30,800 −400 −1.3% −1,200 −3.8% 32,100 1.9%
Professional and business services 237,100 2,600 1.1% 13,500 6.0% 237,100 14.7%
Professional and technical services 80,400 300 0.4% 4,000 5.2% 80,400 5.0%
Management of companies and enterprises 37,400 0 0.0% 2,000 5.6% 37,400 2.3%
Administrative and waste services 119,300 2,300 2.0% 7,500 6.7% 119,300 7.4%
Education and health services 187,600 −100 −0.1% 8,300 4.6% 187,900 11.7%
Educational services 17,600 100 0.6% 1,300 8.0% 17,600 1.1%
Health care and social assistance 170,000 −200 −0.1% 7,000 4.3% 170,400 10.6%
Leisure and hospitality 361,200 −600 −0.2% 300 0.1% 365,000 22.4%
Arts, entertainment, and recreation 45,800 −200 −0.4% 1,300 2.9% 46,500 2.8%
Accommodation and food services 315,400 −400 −0.1% −1,000 −0.3% 323,300 19.6%
Other services 42,800 −100 −0.2% −1,000 −2.3% 46,300 2.7%
Government 183,400 500 0.3% −1,500 −0.8% 185,100 11.4%
Federal 21,200 100 0.5% −1,100 −4.9% 23,100 1.3%
State government 46,200 400 0.9% 600 1.3% 46,200 2.9%
Local government 116,000 0 0.0% −1,000 −0.9% 118,000 7.2%

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 May 2026 +/- April 2026 Change (%) +/- May 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 1,183,700 7,000 0.6% 24,500 2.1% 1,183,700 100.0%
Total private 1,059,400 6,300 0.6% 24,000 2.3% 1,059,400 89.5%
Goods-producing 113,200 1,300 1.2% 3,400 3.1% 139,900 9.6%
Mining and logging 400 0 0.0% 0 0.0% 700 0.0%
Construction 82,400 1,400 1.7% 3,500 4.4% 112,000 7.0%
Construction of buildings 13,300 300 2.3% 300 2.3% 19,400 1.1%
Specialty trade contractors 61,900 1,200 2.0% 3,200 5.5% 82,500 5.2%
Manufacturing 30,400 −100 −0.3% −100 −0.3% 30,800 2.6%
Durable goods 16,800 −100 −0.6% 0 0.0% 18,200 1.4%
Other miscellaneous durable goods manufacturing 4,400 0 0.0% 0 0.0% 5,100 0.4%
Nondurable goods 13,600 0 0.0% −100 −0.7% 14,100 1.1%
Service-providing 1,070,500 5,700 0.5% 21,100 2.0% 1,070,500 90.4%
Private service-providing 946,200 5,000 0.5% 20,600 2.2% 946,200 79.9%
Trade, transportation, and utilities 208,900 −900 −0.4% 2,400 1.2% 220,700 17.6%
Wholesale Trade 27,700 100 0.4% 400 1.5% 28,000 2.3%
Retail trade 109,900 0 0.0% 1,100 1.0% 116,000 9.3%
Food and beverage stores 21,800 −200 −0.9% 200 0.9% 22,500 1.8%
Health and personal care retailers 8,000 0 0.0% −300 −3.6% 8,900 0.7%
Transportation, Warehousing, and Utilities 71,300 −1,000 −1.4% 900 1.3% 79,500 6.0%
Utilities 3,000 0 0.0% 0 0.0% 3,500 0.3%
Transportation and Warehousing 68,300 −1,000 −1.4% 900 1.3% 76,600 5.8%
Transit and ground passenger transportation 7,600 −100 −1.3% −200 −2.6% 14,400 0.6%
Taxi and limousine service 3,700 −100 −2.6% −300 −7.5% 11,100 0.3%
Information 16,500 100 0.6% 1,000 6.5% 16,700 1.4%
Telecommunications 2,600 0 0.0% 0 0.0% 7,100 0.2%
Financial activities 59,900 −500 −0.8% −2,500 −4.0% 62,400 5.1%
Finance and insurance 35,800 −400 −1.1% −900 −2.5% 37,000 3.0%
Credit intermediation and related activities 15,400 −200 −1.3% −900 −5.5% 19,800 1.3%
Real estate and rental and leasing 24,100 −100 −0.4% −1,600 −6.2% 25,800 2.0%
Professional and business services 183,700 3,300 1.8% 12,600 7.4% 183,700 15.5%
Professional and technical services 58,800 −600 −1.0% 3,500 6.3% 59,400 5.0%
Management of companies and enterprises 29,100 300 1.0% 1,500 5.4% 29,100 2.5%
Administrative and waste services 95,800 3,600 3.9% 7,600 8.6% 95,800 8.1%
Administrative and support services 91,600 3,300 3.7% 7,300 8.7% 91,600 7.7%
Employment services 22,100 700 3.3% 1,500 7.3% 23,600 1.9%
Education and health services 141,400 200 0.1% 7,400 5.5% 141,400 11.9%
Health care and social assistance 127,900 200 0.2% 7,400 6.1% 127,900 10.8%
Ambulatory health care services 63,200 600 1.0% 4,100 6.9% 63,200 5.3%
Hospitals 26,000 −300 −1.1% 800 3.2% 26,300 2.2%
Leisure and hospitality 303,900 2,600 0.9% 800 0.3% 306,100 25.7%
Arts, entertainment, and recreation 35,900 1,200 3.5% 2,000 5.9% 35,900 3.0%
Amusements, gambling, and recreation 20,900 400 2.0% 500 2.5% 21,000 1.8%
Gambling industries 6,300 200 3.3% 200 3.3% 6,800 0.5%
Accommodation and food services 268,000 1,400 0.5% −1,200 −0.4% 273,100 22.6%
Accommodation 145,300 1,500 1.0% −1,500 −1.0% 184,700 12.3%
Casino hotels 133,100 1,300 1.0% −1,100 −0.8% 174,900 11.2%
Food services and drinking places 122,700 −100 −0.1% 300 0.2% 122,800 10.4%
Restaurants and other eating places 110,600 200 0.2% 1,100 1.0% 110,600 9.3%
Full-service restaurants 58,900 −100 −0.2% 300 0.5% 59,000 5.0%
Limited-service eating places 51,700 300 0.6% 800 1.6% 51,900 4.4%
Other services 31,900 200 0.6% −1,100 −3.3% 36,200 2.7%
Government 124,300 700 0.6% 500 0.4% 125,300 10.5%
Federal 14,300 100 0.7% −600 −4.0% 16,100 1.2%
State government 25,900 300 1.2% 300 1.2% 26,200 2.2%
Local government 84,100 300 0.4% 800 1.0% 84,800 7.1%

Seasonally Adjusted Summary Table

Series May 2026 +/- April 2026 Change (%) +/- May 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 1,176,400 1,000 0.1% 19,600 1.7% 1,176,500 100.0%

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 May 2026 +/- April 2026 Change (%) +/- May 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 287,800 500 0.2% 3,800 1.3% 289,000 100.0%
Total private 250,800 200 0.1% 4,100 1.7% 252,300 87.1%
Goods-producing 57,300 600 1.1% 1,200 2.1% 57,300 19.9%
Mining and logging 700 100 16.7% 100 16.7% 1,700 0.2%
Construction 25,000 600 2.5% 500 2.0% 27,100 8.7%
Manufacturing 31,600 −100 −0.3% 600 1.9% 31,700 11.0%
Miscellaneous durable goods manufacturing 1,700 0 0.0% 0 0.0% 3,900 0.6%
Service-providing 230,500 −100 −0.0% 2,600 1.1% 232,300 80.1%
Private service-providing 193,500 −400 −0.2% 2,900 1.5% 195,300 67.2%
Trade, transportation, and utilities 60,700 −300 −0.5% 1,100 1.8% 63,800 21.1%
Wholesale Trade 10,000 0 0.0% 100 1.0% 11,900 3.5%
Retail trade 26,100 −200 −0.8% 500 2.0% 27,200 9.1%
Food and beverage stores 4,600 −100 −2.1% 100 2.2% 4,800 1.6%
Transportation, Warehousing, and Utilities 24,600 −100 −0.4% 500 2.1% 26,300 8.5%
Information 4,200 0 0.0% 300 7.7% 4,200 1.5%
Financial activities 11,600 −100 −0.9% −300 −2.5% 12,400 4.0%
Finance and insurance 6,400 −100 −1.5% −300 −4.5% 6,900 2.2%
Professional and business services 34,700 0 0.0% 1,100 3.3% 35,700 12.1%
Administrative and waste services 16,700 300 1.8% 1,100 7.1% 20,300 5.8%
Education and health services 33,800 −300 −0.9% 700 2.1% 34,100 11.7%
Leisure and hospitality 40,900 300 0.7% 200 0.5% 45,500 14.2%
Accommodation and food services 33,100 200 0.6% 0 0.0% 38,300 11.5%
Accommodation 12,600 200 1.6% 0 0.0% 28,900 4.4%
Casino hotels 11,100 100 0.9% 100 0.9% 27,800 3.9%
Food services and drinking places 20,500 0 0.0% 0 0.0% 20,900 7.1%
Other services 7,600 0 0.0% −200 −2.6% 8,000 2.6%
Government 37,000 300 0.8% −300 −0.8% 37,400 12.9%
Federal 3,900 0 0.0% −200 −4.9% 4,600 1.4%
State government 13,900 100 0.7% 500 3.7% 13,900 4.8%
Local government 19,200 200 1.1% −600 −3.0% 19,900 6.7%

Seasonally Adjusted Summary Table

Series May 2026 +/- April 2026 Change (%) +/- May 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 286,200 −600 −0.2% 4,300 1.5% 287,400 100.0%

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 May 2026 +/- April 2026 Change (%) +/- May 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 32,800 100 0.3% −200 −0.6% 33,600 100.0%
Total private 22,900 −100 −0.4% −100 −0.4% 23,400 69.8%
Goods-producing 4,600 −100 −2.1% −200 −4.2% 5,800 14.0%
Manufacturing 2,900 0 0.0% 0 0.0% 4,200 8.8%
Service-providing 28,200 200 0.7% 0 0.0% 28,300 86.0%
Private service-providing 18,300 0 0.0% 100 0.5% 18,500 55.8%
Trade, transportation, and utilities 4,700 0 0.0% 100 2.2% 5,300 14.3%
Retail trade 3,400 0 0.0% 0 0.0% 4,300 10.4%
Professional and business services 3,100 0 0.0% 0 0.0% 3,600 9.5%
Leisure and hospitality 3,500 100 2.9% 100 2.9% 4,500 10.7%
Government 9,900 200 2.1% −100 −1.0% 10,900 30.2%
Federal 600 100 20.0% 0 0.0% 900 1.8%
State government 7,400 100 1.4% 0 0.0% 8,200 22.6%
Local government 1,900 0 0.0% −100 −5.0% 2,800 5.8%

Seasonally Adjusted Summary Table

Series May 2026 +/- April 2026 Change (%) +/- May 2025 Yearly Rate Maximum Percent of Total
Total nonfarm 32,500 −200 −0.6% −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.