Summary Tables

Row 2

Non-Seasonally Adjusted Summary Table

Non-Seasonally Adjusted CES Sectors: Nevada
Series December 2024 +/- November 2024 Monthly Rate +/- December 2023 Yearly Rate Maximum Percent of Total
Total nonfarm 1,591,400 200 0.0% 10,000 0.6% 1,592,900 100.0%
Total private 1,402,500 −300 −0.0% 5,600 0.4% 1,408,000 88.1%
Goods-producing 210,300 300 0.1% 8,600 4.3% 213,700 13.2%
Mining and logging 15,400 0 0.0% 300 2.0% 16,100 1.0%
Metal ore mining 11,100 0 0.0% 200 1.8% 12,300 0.7%
Construction 124,900 500 0.4% 7,400 6.3% 148,800 7.8%
Construction of buildings 21,100 0 0.0% 1,200 6.0% 26,500 1.3%
Specialty trade contractors 91,000 0 0.0% 5,800 6.8% 107,200 5.7%
Manufacturing 70,000 −200 −0.3% 900 1.3% 70,700 4.4%
Durable goods 46,300 −100 −0.2% 600 1.3% 46,400 2.9%
Miscellaneous durable goods manufacturing 7,100 0 0.0% 100 1.4% 9,000 0.4%
Other miscellaneous durable goods manufacturing 6,300 0 0.0% 200 3.3% 8,700 0.4%
Nondurable goods 23,700 −100 −0.4% 300 1.3% 24,600 1.5%
Service-providing 1,381,100 −100 −0.0% 1,400 0.1% 1,385,500 86.8%
Private service-providing 1,192,200 −600 −0.1% −3,000 −0.3% 1,196,700 74.9%
Trade, transportation, and utilities 305,100 900 0.3% −4,600 −1.5% 309,700 19.2%
Wholesale Trade 41,300 −200 −0.5% −2,400 −5.5% 43,700 2.6%
Retail trade 154,600 400 0.3% −3,000 −1.9% 157,600 9.7%
Food and beverage stores 28,900 100 0.3% 700 2.5% 28,900 1.8%
Health and personal care retailers 10,000 0 0.0% −600 −5.7% 10,800 0.6%
Transportation, Warehousing, and Utilities 109,200 700 0.6% 800 0.7% 109,200 6.9%
Utilities 5,100 0 0.0% 200 4.1% 5,700 0.3%
Transportation and Warehousing 104,100 700 0.7% 600 0.6% 104,100 6.5%
Transit and ground passenger transportation 10,100 0 0.0% 300 3.1% 15,300 0.6%
Taxi and limousine service 5,400 100 1.9% 200 3.8% 11,300 0.3%
Information 20,300 500 2.5% 1,200 6.3% 21,500 1.3%
Telecommunications 3,900 100 2.6% 200 5.4% 10,400 0.2%
Financial activities 77,100 300 0.4% −1,200 −1.5% 78,300 4.8%
Finance and insurance 44,700 −100 −0.2% −1,200 −2.6% 46,000 2.8%
Credit intermediation and related activities 20,600 0 0.0% −300 −1.4% 25,200 1.3%
Real estate and rental and leasing 32,400 400 1.2% 0 0.0% 32,500 2.0%
Professional and business services 216,000 0 0.0% −4,100 −1.9% 223,500 13.6%
Professional and technical services 71,400 −800 −1.1% −2,200 −3.0% 74,000 4.5%
Management of companies and enterprises 32,400 −100 −0.3% −500 −1.5% 33,300 2.0%
Administrative and waste services 112,200 900 0.8% −1,400 −1.2% 117,100 7.1%
Administrative and support services 106,800 900 0.8% −1,300 −1.2% 111,400 6.7%
Employment services 26,000 300 1.2% −500 −1.9% 33,700 1.6%
Education and health services 174,500 −500 −0.3% 7,100 4.2% 175,000 11.0%
Educational services 15,300 −600 −3.8% −100 −0.6% 16,200 1.0%
Health care and social assistance 159,200 100 0.1% 7,200 4.7% 159,200 10.0%
Ambulatory health care services 76,900 −500 −0.6% 4,300 5.9% 77,400 4.8%
Hospitals 36,700 200 0.5% 1,900 5.5% 36,700 2.3%
Leisure and hospitality 351,900 −1,800 −0.5% −3,600 −1.0% 365,800 22.1%
Arts, entertainment, and recreation 41,500 −1,100 −2.6% −500 −1.2% 46,200 2.6%
Amusements, gambling, and recreation 28,900 −700 −2.4% 300 1.0% 32,300 1.8%
Gambling industries 10,900 −200 −1.8% 0 0.0% 13,800 0.7%
Accommodation and food services 310,400 −700 −0.2% −3,100 −1.0% 325,000 19.5%
Accommodation 160,000 −800 −0.5% −1,300 −0.8% 219,700 10.1%
Casino hotels 144,300 −500 −0.3% −1,100 −0.8% 210,000 9.1%
Food services and drinking places 150,400 100 0.1% −1,800 −1.2% 153,000 9.5%
Restaurants and other eating places 131,800 −100 −0.1% −3,000 −2.2% 135,700 8.3%
Full-service restaurants 67,900 100 0.1% −1,800 −2.6% 70,300 4.3%
Limited-service eating places 63,900 −200 −0.3% −1,200 −1.8% 66,300 4.0%
Other services 47,300 0 0.0% 2,200 4.9% 47,500 3.0%
Government 188,900 500 0.3% 4,400 2.4% 189,400 11.9%
Federal 22,400 0 0.0% −100 −0.4% 23,200 1.4%
State government 46,400 100 0.2% 2,000 4.5% 46,400 2.9%
State government education 25,900 100 0.4% 500 2.0% 25,900 1.6%
State government, excluding education 20,500 0 0.0% 1,500 7.9% 20,500 1.3%
Local government 120,100 400 0.3% 2,500 2.1% 121,400 7.5%
Local government education 63,300 400 0.6% 3,900 6.6% 63,300 4.0%
Local government, excluding education 56,800 0 0.0% −1,400 −2.4% 61,000 3.6%

Seasonally Adjusted Summary Table

Seasonally Adjusted CES Sectors: Nevada
Series December 2024 +/- November 2024 Monthly Rate +/- December 2023 Yearly Rate Maximum Percent of Total
Total nonfarm 1,582,400 5,300 0.3% 10,600 0.7% 1,586,100 100.0%
Total private 1,397,700 5,200 0.4% 6,300 0.5% 1,403,100 88.3%
Goods-producing 211,600 1,000 0.5% 8,500 4.2% 211,600 13.4%
Mining and logging 15,500 100 0.6% 300 2.0% 15,800 1.0%
Construction 126,000 1,100 0.9% 7,300 6.1% 146,400 8.0%
Manufacturing 70,100 −200 −0.3% 900 1.3% 70,500 4.4%
Durable goods 46,400 −200 −0.4% 500 1.1% 46,600 2.9%
Nondurable goods 23,700 0 0.0% 400 1.7% 24,600 1.5%
Service-providing 1,370,800 4,300 0.3% 2,100 0.2% 1,377,700 86.6%
Private service-providing 1,186,100 4,200 0.4% −2,200 −0.2% 1,193,500 75.0%
Trade, transportation, and utilities 296,300 −1,500 −0.5% −3,500 −1.2% 303,200 18.7%
Wholesale Trade 41,200 −200 −0.5% −2,300 −5.3% 43,600 2.6%
Retail trade 149,200 −400 −0.3% −2,800 −1.8% 154,500 9.4%
Transportation, Warehousing, and Utilities 105,900 −900 −0.8% 1,600 1.5% 109,100 6.7%
Information 20,400 800 4.1% 1,300 6.8% 21,400 1.3%
Financial activities 76,500 −300 −0.4% −1,200 −1.5% 78,500 4.8%
Finance and insurance 44,500 −300 −0.7% −1,200 −2.6% 46,300 2.8%
Real estate and rental and leasing 32,000 0 0.0% 0 0.0% 32,300 2.0%
Professional and business services 215,400 3,600 1.7% −3,900 −1.8% 219,300 13.6%
Professional and technical services 71,500 −300 −0.4% −1,800 −2.5% 73,900 4.5%
Management of companies and enterprises 32,400 100 0.3% −400 −1.2% 33,300 2.0%
Administrative and waste services 111,500 3,800 3.5% −1,700 −1.5% 114,300 7.0%
Education and health services 174,000 900 0.5% 6,800 4.1% 174,000 11.0%
Educational services 15,200 −400 −2.6% 0 0.0% 16,400 1.0%
Health care and social assistance 158,800 1,300 0.8% 6,800 4.5% 158,800 10.0%
Leisure and hospitality 355,500 100 0.0% −3,400 −0.9% 361,300 22.5%
Arts, entertainment, and recreation 42,900 −600 −1.4% −200 −0.5% 44,600 2.7%
Accommodation and food services 312,600 700 0.2% −3,200 −1.0% 323,700 19.8%
Other services 48,000 600 1.3% 1,700 3.7% 48,000 3.0%
Government 184,700 100 0.1% 4,300 2.4% 185,800 11.7%
Federal 22,400 −100 −0.4% 0 0.0% 23,100 1.4%
State government 43,600 100 0.2% 1,700 4.1% 43,600 2.8%
Local government 118,700 100 0.1% 2,600 2.2% 121,100 7.5%

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

Non-Seasonally Adjusted CES Sectors: Las Vegas - Paradise MSA
Index Series December 2024 +/- November 2024 Monthly Rate +/- December 2023 Yearly Rate Maximum Percent of Total
1 Total nonfarm 1,160,000 700 0.1% 6,600 0.6% 1,164,500 100.0%
2 Total private 1,037,000 300 0.0% 5,300 0.5% 1,041,600 89.4%
3 Goods-producing 122,100 100 0.1% 6,300 5.4% 139,900 10.5%
4 Mining and logging 400 0 0.0% 0 0.0% 700 0.0%
5 Construction 89,900 300 0.3% 6,000 7.2% 112,000 7.8%
6 Construction of buildings 13,700 −100 −0.7% 900 7.0% 19,400 1.2%
7 Specialty trade contractors 66,700 −100 −0.1% 4,300 6.9% 82,500 5.8%
8 Manufacturing 31,800 −200 −0.6% 300 1.0% 32,200 2.7%
9 Durable goods 17,000 −100 −0.6% 0 0.0% 18,200 1.5%
10 Other miscellaneous durable goods manufacturing 4,500 0 0.0% 100 2.3% 5,100 0.4%
11 Nondurable goods 14,800 −100 −0.7% 300 2.1% 15,200 1.3%
12 Service-providing 1,037,900 600 0.1% 300 0.0% 1,044,700 89.5%
13 Private service-providing 914,900 200 0.0% −1,000 −0.1% 920,500 78.9%
14 Trade, transportation, and utilities 219,900 900 0.4% −1,300 −0.6% 221,200 19.0%
15 Wholesale Trade 26,100 −200 −0.8% −1,800 −6.5% 27,900 2.2%
16 Retail trade 114,200 600 0.5% −1,700 −1.5% 115,900 9.8%
17 Food and beverage stores 21,600 100 0.5% 500 2.4% 21,600 1.9%
18 Health and personal care retailers 8,300 100 1.2% −500 −5.7% 8,900 0.7%
19 Transportation, Warehousing, and Utilities 79,600 500 0.6% 2,200 2.8% 79,600 6.9%
20 Utilities 3,000 0 0.0% 100 3.4% 3,500 0.3%
21 Transportation and Warehousing 76,600 500 0.7% 2,100 2.8% 76,600 6.6%
22 Transit and ground passenger transportation 8,900 100 1.1% 300 3.5% 14,400 0.8%
23 Taxi and limousine service 5,100 0 0.0% 100 2.0% 11,100 0.4%
24 Information 14,900 400 2.8% 900 6.4% 15,700 1.3%
25 Telecommunications 2,900 100 3.6% 100 3.6% 7,100 0.2%
26 Financial activities 59,300 400 0.7% −1,100 −1.8% 60,400 5.1%
27 Finance and insurance 33,600 0 0.0% −900 −2.6% 35,100 2.9%
28 Credit intermediation and related activities 16,300 0 0.0% −700 −4.1% 19,800 1.4%
29 Real estate and rental and leasing 25,700 400 1.6% −200 −0.8% 25,900 2.2%
30 Professional and business services 163,900 200 0.1% −3,100 −1.9% 169,800 14.1%
31 Professional and technical services 51,400 −1,000 −1.9% −2,000 −3.7% 53,400 4.4%
32 Management of companies and enterprises 25,100 −100 −0.4% −800 −3.1% 26,200 2.2%
33 Administrative and waste services 87,400 1,300 1.5% −300 −0.3% 90,800 7.5%
34 Administrative and support services 83,400 1,300 1.6% −100 −0.1% 87,000 7.2%
35 Employment services 17,800 200 1.1% 0 0.0% 23,200 1.5%
36 Other support services 8,700 0 0.0% −100 −1.1% 12,600 0.8%
37 Education and health services 129,900 −300 −0.2% 4,900 3.9% 130,200 11.2%
38 Health care and social assistance 118,400 200 0.2% 5,300 4.7% 118,400 10.2%
39 Ambulatory health care services 59,600 −700 −1.2% 3,800 6.8% 60,300 5.1%
40 Hospitals 25,800 100 0.4% 1,200 4.9% 25,800 2.2%
41 Leisure and hospitality 291,400 −1,400 −0.5% −2,900 −1.0% 304,700 25.1%
42 Arts, entertainment, and recreation 30,300 −800 −2.6% −600 −1.9% 34,400 2.6%
43 Amusements, gambling, and recreation 19,400 −500 −2.5% 0 0.0% 22,100 1.7%
44 Gambling industries 6,500 −200 −3.0% 0 0.0% 7,100 0.6%
45 Accommodation and food services 261,100 −600 −0.2% −2,300 −0.9% 273,100 22.5%
46 Accommodation 139,400 −700 −0.5% −600 −0.4% 184,700 12.0%
47 Casino hotels 126,600 −600 −0.5% −1,100 −0.9% 174,900 10.9%
48 Food services and drinking places 121,700 100 0.1% −1,700 −1.4% 124,500 10.5%
49 Restaurants and other eating places 106,500 0 0.0% −2,800 −2.6% 110,600 9.2%
50 Full-service restaurants 56,500 100 0.2% −1,500 −2.6% 58,600 4.9%
51 Limited-service eating places 50,000 −100 −0.2% −1,300 −2.5% 52,400 4.3%
52 Other services 35,600 0 0.0% 1,600 4.7% 35,600 3.1%
53 Government 123,000 400 0.3% 1,300 1.1% 124,200 10.6%
54 Federal 15,000 100 0.7% 0 0.0% 16,100 1.3%
55 State government 23,500 100 0.4% 300 1.3% 23,500 2.0%
56 Local government 84,500 200 0.2% 1,000 1.2% 86,000 7.3%

Seasonally Adjusted Summary Table

Seasonally Adjusted CES Sectors: Las Vegas - Paradise MSA
Series December 2024 +/- November 2024 Monthly Rate +/- December 2023 Yearly Rate Maximum Percent of Total
Total nonfarm 1,153,900 4,200 0.4% 7,800 0.7% 1,159,500 100.0%

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

Other support 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

Non-Seasonally Adjusted CES Sectors: Reno
Series December 2024 +/- November 2024 Monthly Rate +/- December 2023 Yearly Rate Maximum Percent of Total
Total nonfarm 274,600 −900 −0.3% 2,100 0.8% 275,500 100.0%
Total private 240,300 −800 −0.3% 1,000 0.4% 241,100 87.5%
Goods-producing 54,500 −300 −0.5% 1,800 3.4% 55,400 19.8%
Mining and logging 400 0 0.0% 0 0.0% 1,400 0.1%
Construction 24,200 −200 −0.8% 1,100 4.8% 25,500 8.8%
Manufacturing 29,900 −100 −0.3% 700 2.4% 30,100 10.9%
Miscellaneous durable goods manufacturing 1,900 0 0.0% 100 5.6% 3,700 0.7%
Service-providing 220,100 −600 −0.3% 300 0.1% 220,900 80.2%
Private service-providing 185,800 −500 −0.3% −800 −0.4% 187,600 67.7%
Trade, transportation, and utilities 58,900 200 0.3% −2,800 −4.5% 61,700 21.4%
Wholesale Trade 9,700 −100 −1.0% −500 −4.9% 11,600 3.5%
Retail trade 24,800 100 0.4% −900 −3.5% 25,900 9.0%
Food and beverage stores 4,300 0 0.0% 100 2.4% 4,300 1.6%
Transportation, Warehousing, and Utilities 24,400 200 0.8% −1,400 −5.4% 25,800 8.9%
Information 3,800 0 0.0% 100 2.7% 3,800 1.4%
Financial activities 11,300 0 0.0% 100 0.9% 12,000 4.1%
Finance and insurance 6,300 −100 −1.6% 100 1.6% 6,800 2.3%
Professional and business services 32,800 −200 −0.6% −800 −2.4% 34,700 11.9%
Administrative and waste services 15,700 −200 −1.3% −700 −4.3% 19,800 5.7%
Education and health services 31,900 −100 −0.3% 1,800 6.0% 32,000 11.6%
Leisure and hospitality 39,300 −400 −1.0% 400 1.0% 44,500 14.3%
Accommodation and food services 32,300 −200 −0.6% −300 −0.9% 37,900 11.8%
Accommodation 12,600 −100 −0.8% −300 −2.3% 28,900 4.6%
Casino hotels 11,200 −100 −0.9% −300 −2.6% 27,800 4.1%
Food services and drinking places 19,700 −100 −0.5% 0 0.0% 20,200 7.2%
Other services 7,800 0 0.0% 400 5.4% 7,800 2.8%
Government 34,300 −100 −0.3% 1,100 3.3% 34,800 12.5%
Federal 4,100 0 0.0% −100 −2.4% 4,400 1.5%
State government 12,900 −200 −1.5% 900 7.5% 13,900 4.7%
Local government 17,300 100 0.6% 300 1.8% 17,600 6.3%

Seasonally Adjusted Summary Table

Seasonally Adjusted CES Sectors: Reno
Series December 2024 +/- November 2024 Monthly Rate +/- December 2023 Yearly Rate Maximum Percent of Total
Total nonfarm 272,300 −400 −0.1% 2,100 0.8% 273,600 100.0%

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

Non-Seasonally Adjusted CES Sectors: Carson City
Series December 2024 +/- November 2024 Monthly Rate +/- December 2023 Yearly Rate Maximum Percent of Total
Total nonfarm 32,600 0 0.0% 600 1.9% 33,600 100.0%
Total private 23,000 0 0.0% 300 1.3% 23,100 70.6%
Goods-producing 4,400 0 0.0% 100 2.3% 5,800 13.5%
Manufacturing 2,700 0 0.0% 0 0.0% 4,200 8.3%
Service-providing 28,200 0 0.0% 500 1.8% 28,300 86.5%
Private service-providing 18,600 0 0.0% 200 1.1% 18,700 57.1%
Trade, transportation, and utilities 4,800 100 2.1% 0 0.0% 5,300 14.7%
Retail trade 3,500 0 0.0% −100 −2.8% 4,300 10.7%
Professional and business services 3,400 0 0.0% 0 0.0% 3,500 10.4%
Leisure and hospitality 3,700 0 0.0% 100 2.8% 4,500 11.3%
Government 9,600 0 0.0% 300 3.2% 10,900 29.4%
Federal 600 0 0.0% 0 0.0% 900 1.8%
State government 7,000 0 0.0% 300 4.5% 8,200 21.5%
Local government 2,000 0 0.0% 0 0.0% 2,800 6.1%

Seasonally Adjusted Summary Table

Seasonally Adjusted CES Sectors: Carson City
Series December 2024 +/- November 2024 Monthly Rate +/- December 2023 Yearly Rate Maximum Percent of Total
Total nonfarm 32,700 200 0.6% 700 2.2% 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 - Paradise Metropolitan Statistical Area (MSA), Reno- Sparks MSA, and the Carson City MSA.

Prepared by the Research and Analysis Bureau with contributions from: Alex Capello, Jason Gortari, Jeremey Hays, Michael La Rue, Dionny McDonnell, Christopher Robison, Dave Schmidt, Marianne Segurson, 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.