Summary Tables

Row 2

Non-Seasonally Adjusted Summary Table

Non-Seasonally Adjusted CES Sectors: Nevada
Series August 2024 +/- July 2024 Monthly Rate +/- August 2023 Yearly Rate Maximum Percent of Total
Total nonfarm 1,579,400 4,500 0.3% 47,800 3.1% 1,592,900 100.0%
Total private 1,404,900 3,900 0.3% 38,000 2.8% 1,408,000 89.0%
Goods-producing 213,700 1,400 0.7% 17,800 9.1% 213,700 13.5%
Mining and logging 15,800 −100 −0.6% 1,100 7.5% 16,100 1.0%
Metal ore mining 11,100 0 0.0% 400 3.7% 12,300 0.7%
Construction 127,500 1,600 1.3% 13,300 11.6% 148,800 8.1%
Construction of buildings 21,500 200 0.9% 2,100 10.8% 26,500 1.4%
Specialty trade contractors 93,300 1,400 1.5% 10,400 12.5% 107,200 5.9%
Manufacturing 70,400 −100 −0.1% 3,400 5.1% 70,500 4.5%
Durable goods 45,900 −300 −0.6% 1,500 3.4% 46,200 2.9%
Miscellaneous durable goods manufacturing 7,100 0 0.0% 200 2.9% 9,000 0.4%
Other miscellaneous durable goods manufacturing 6,200 0 0.0% 200 3.3% 8,700 0.4%
Nondurable goods 24,500 200 0.8% 1,900 8.4% 24,500 1.6%
Service-providing 1,365,700 3,100 0.2% 30,000 2.2% 1,385,500 86.5%
Private service-providing 1,191,200 2,500 0.2% 20,200 1.7% 1,196,700 75.4%
Trade, transportation, and utilities 299,900 1,200 0.4% 4,300 1.5% 309,700 19.0%
Wholesale Trade 42,200 200 0.5% −700 −1.6% 43,700 2.7%
Retail trade 150,100 1,000 0.7% −200 −0.1% 157,600 9.5%
Food and beverage stores 28,300 100 0.4% 700 2.5% 28,400 1.8%
Health and personal care retailers 9,700 0 0.0% −600 −5.8% 10,800 0.6%
Transportation, Warehousing, and Utilities 107,600 0 0.0% 5,200 5.1% 108,400 6.8%
Utilities 5,100 0 0.0% 300 6.2% 5,700 0.3%
Transportation and Warehousing 102,500 0 0.0% 4,900 5.0% 103,500 6.5%
Transit and ground passenger transportation 10,000 0 0.0% 500 5.3% 15,300 0.6%
Taxi and limousine service 5,300 0 0.0% 300 6.0% 11,300 0.3%
Information 19,500 −100 −0.5% −100 −0.5% 21,500 1.2%
Telecommunications 3,700 −100 −2.6% −100 −2.6% 10,400 0.2%
Financial activities 77,200 −200 −0.3% −200 −0.3% 78,300 4.9%
Finance and insurance 44,700 −400 −0.9% −1,200 −2.6% 46,000 2.8%
Credit intermediation and related activities 20,500 −200 −1.0% −700 −3.3% 25,200 1.3%
Real estate and rental and leasing 32,500 200 0.6% 1,000 3.2% 32,500 2.1%
Professional and business services 218,500 3,400 1.6% 4,000 1.9% 223,500 13.8%
Professional and technical services 72,100 −500 −0.7% 900 1.3% 74,000 4.6%
Management of companies and enterprises 32,400 −400 −1.2% −500 −1.5% 33,300 2.1%
Administrative and waste services 114,000 4,300 3.9% 3,600 3.3% 117,100 7.2%
Administrative and support services 108,400 4,300 4.1% 3,700 3.5% 111,400 6.9%
Employment services 25,500 1,100 4.5% −800 −3.0% 33,700 1.6%
Education and health services 168,500 −900 −0.5% 3,100 1.9% 170,700 10.7%
Educational services 14,700 −100 −0.7% −100 −0.7% 16,200 0.9%
Health care and social assistance 153,800 −800 −0.5% 3,200 2.1% 154,600 9.7%
Ambulatory health care services 74,000 −800 −1.1% 1,800 2.5% 74,800 4.7%
Hospitals 35,200 0 0.0% 900 2.6% 35,500 2.2%
Leisure and hospitality 360,100 −1,700 −0.5% 6,700 1.9% 365,800 22.8%
Arts, entertainment, and recreation 45,300 −600 −1.3% 2,700 6.3% 46,200 2.9%
Amusements, gambling, and recreation 31,300 −800 −2.5% 1,300 4.3% 32,300 2.0%
Gambling industries 11,500 −100 −0.9% 400 3.6% 13,800 0.7%
Accommodation and food services 314,800 −1,100 −0.3% 4,000 1.3% 325,000 19.9%
Accommodation 164,200 −1,200 −0.7% 2,800 1.7% 219,700 10.4%
Casino hotels 148,100 −1,100 −0.7% 2,600 1.8% 210,000 9.4%
Food services and drinking places 150,600 100 0.1% 1,200 0.8% 153,000 9.5%
Restaurants and other eating places 135,200 700 0.5% 1,000 0.7% 135,700 8.6%
Full-service restaurants 69,300 700 1.0% −300 −0.4% 70,300 4.4%
Limited-service eating places 65,900 0 0.0% 1,300 2.0% 66,300 4.2%
Other services 47,500 800 1.7% 2,400 5.3% 47,500 3.0%
Government 174,500 600 0.3% 9,800 6.0% 189,400 11.0%
Federal 22,600 −300 −1.3% 300 1.3% 23,200 1.4%
State government 36,600 400 1.1% 1,400 4.0% 45,300 2.3%
State government education 16,700 400 2.5% 300 1.8% 25,500 1.1%
State government, excluding education 19,900 0 0.0% 1,100 5.9% 20,200 1.3%
Local government 115,300 500 0.4% 8,100 7.6% 121,400 7.3%
Local government education 58,000 4,200 7.8% 8,100 16.2% 60,800 3.7%
Local government, excluding education 57,300 −3,700 −6.1% 0 0.0% 61,000 3.6%

Seasonally Adjusted Summary Table

Seasonally Adjusted CES Sectors: Nevada
Series August 2024 +/- July 2024 Monthly Rate +/- August 2023 Yearly Rate Maximum Percent of Total
Total nonfarm 1,584,300 700 0.0% 46,800 3.0% 1,586,100 100.0%
Total private 1,400,500 2,700 0.2% 35,900 2.6% 1,403,100 88.4%
Goods-producing 211,600 900 0.4% 17,100 8.8% 211,600 13.4%
Mining and logging 15,700 100 0.6% 1,200 8.3% 15,800 1.0%
Construction 125,700 700 0.6% 12,700 11.2% 146,400 7.9%
Manufacturing 70,200 100 0.1% 3,200 4.8% 70,200 4.4%
Durable goods 45,700 −100 −0.2% 1,300 2.9% 46,000 2.9%
Nondurable goods 24,500 200 0.8% 1,900 8.4% 24,500 1.5%
Service-providing 1,372,700 −200 −0.0% 29,700 2.2% 1,377,700 86.6%
Private service-providing 1,188,900 1,800 0.2% 18,800 1.6% 1,193,500 75.0%
Trade, transportation, and utilities 301,700 500 0.2% 4,000 1.3% 303,200 19.0%
Wholesale Trade 41,600 −100 −0.2% −1,300 −3.0% 43,600 2.6%
Retail trade 151,100 700 0.5% 100 0.1% 154,500 9.5%
Transportation, Warehousing, and Utilities 109,000 −100 −0.1% 5,200 5.0% 109,100 6.9%
Information 19,500 0 0.0% 200 1.0% 21,400 1.2%
Financial activities 76,800 −200 −0.3% −500 −0.6% 78,500 4.8%
Finance and insurance 44,700 −400 −0.9% −1,200 −2.6% 46,300 2.8%
Real estate and rental and leasing 32,100 200 0.6% 700 2.2% 32,200 2.0%
Professional and business services 217,700 1,800 0.8% 2,500 1.2% 219,300 13.7%
Professional and technical services 72,400 −400 −0.5% 600 0.8% 73,900 4.6%
Management of companies and enterprises 32,400 −200 −0.6% −500 −1.5% 33,300 2.0%
Administrative and waste services 112,900 2,400 2.2% 2,400 2.2% 114,300 7.1%
Education and health services 169,500 −1,400 −0.8% 3,600 2.2% 170,900 10.7%
Educational services 15,100 −300 −1.9% −100 −0.7% 16,400 1.0%
Health care and social assistance 154,400 −1,100 −0.7% 3,700 2.5% 155,500 9.7%
Leisure and hospitality 356,800 300 0.1% 6,800 1.9% 361,300 22.5%
Arts, entertainment, and recreation 44,100 −200 −0.5% 2,800 6.8% 44,600 2.8%
Accommodation and food services 312,700 500 0.2% 4,000 1.3% 323,700 19.7%
Other services 46,900 800 1.7% 2,200 4.9% 46,900 3.0%
Government 183,800 −2,000 −1.1% 10,900 6.3% 185,800 11.6%
Federal 22,500 −100 −0.4% 400 1.8% 23,100 1.4%
State government 42,200 100 0.2% 1,500 3.7% 42,600 2.7%
Local government 119,100 −2,000 −1.7% 9,000 8.2% 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 August 2024 +/- July 2024 Monthly Rate +/- August 2023 Yearly Rate Maximum Percent of Total
1 Total nonfarm 1,156,000 5,800 0.5% 41,100 3.7% 1,164,500 100.0%
2 Total private 1,039,000 3,200 0.3% 31,600 3.1% 1,041,600 89.9%
3 Goods-producing 123,700 1,300 1.1% 11,400 10.2% 139,900 10.7%
4 Mining and logging 400 0 0.0% 0 0.0% 700 0.0%
5 Construction 91,200 1,400 1.6% 9,600 11.8% 112,000 7.9%
6 Construction of buildings 14,000 200 1.4% 1,500 12.0% 19,400 1.2%
7 Specialty trade contractors 68,700 1,200 1.8% 7,900 13.0% 82,500 5.9%
8 Manufacturing 32,100 −100 −0.3% 1,800 5.9% 32,200 2.8%
9 Durable goods 17,000 −100 −0.6% 500 3.0% 18,200 1.5%
10 Other miscellaneous durable goods manufacturing 4,400 −100 −2.2% 100 2.3% 5,100 0.4%
11 Nondurable goods 15,100 0 0.0% 1,300 9.4% 15,100 1.3%
12 Service-providing 1,032,300 4,500 0.4% 29,700 3.0% 1,044,700 89.3%
13 Private service-providing 915,300 1,900 0.2% 20,200 2.3% 920,500 79.2%
14 Trade, transportation, and utilities 215,400 700 0.3% 4,900 2.3% 221,200 18.6%
15 Wholesale Trade 26,800 100 0.4% −200 −0.7% 27,900 2.3%
16 Retail trade 110,300 600 0.5% −200 −0.2% 115,900 9.5%
17 Food and beverage stores 21,100 0 0.0% 500 2.4% 21,200 1.8%
18 Health and personal care retailers 8,000 0 0.0% −500 −5.9% 8,900 0.7%
19 Transportation, Warehousing, and Utilities 78,300 0 0.0% 5,300 7.3% 78,500 6.8%
20 Utilities 3,000 0 0.0% 200 7.1% 3,500 0.3%
21 Transportation and Warehousing 75,300 0 0.0% 5,100 7.3% 75,500 6.5%
22 Transit and ground passenger transportation 8,800 −100 −1.1% 300 3.5% 14,400 0.8%
23 Taxi and limousine service 5,200 0 0.0% 300 6.1% 11,100 0.4%
24 Information 14,300 −100 −0.7% 0 0.0% 15,700 1.2%
25 Telecommunications 2,800 0 0.0% −100 −3.4% 7,100 0.2%
26 Financial activities 59,400 −100 −0.2% −400 −0.7% 60,400 5.1%
27 Finance and insurance 33,600 −200 −0.6% −1,200 −3.4% 35,100 2.9%
28 Credit intermediation and related activities 16,300 −200 −1.2% −900 −5.2% 19,800 1.4%
29 Real estate and rental and leasing 25,800 100 0.4% 800 3.2% 25,900 2.2%
30 Professional and business services 167,100 3,800 2.3% 5,700 3.5% 169,800 14.5%
31 Professional and technical services 52,200 −300 −0.6% 1,100 2.2% 53,400 4.5%
32 Management of companies and enterprises 25,400 −300 −1.2% −300 −1.2% 26,200 2.2%
33 Administrative and waste services 89,500 4,400 5.2% 4,900 5.8% 90,800 7.7%
34 Administrative and support services 85,300 4,400 5.4% 4,300 5.3% 87,000 7.4%
35 Employment services 17,700 1,000 6.0% −300 −1.7% 23,200 1.5%
36 Other support services 8,700 300 3.6% 800 10.1% 12,600 0.8%
37 Education and health services 124,800 −800 −0.6% 1,400 1.1% 127,300 10.8%
38 Health care and social assistance 113,800 −700 −0.6% 2,300 2.1% 115,000 9.8%
39 Ambulatory health care services 57,200 −600 −1.0% 2,100 3.8% 57,800 4.9%
40 Hospitals 24,900 −100 −0.4% 700 2.9% 25,100 2.2%
41 Leisure and hospitality 298,700 −2,200 −0.7% 6,900 2.4% 304,700 25.8%
42 Arts, entertainment, and recreation 33,400 −700 −2.1% 2,500 8.1% 34,400 2.9%
43 Amusements, gambling, and recreation 21,300 −600 −2.7% 1,300 6.5% 22,100 1.8%
44 Gambling industries 6,900 −100 −1.4% 300 4.5% 7,100 0.6%
45 Accommodation and food services 265,300 −1,500 −0.6% 4,400 1.7% 273,100 22.9%
46 Accommodation 143,300 −1,200 −0.8% 3,300 2.4% 184,700 12.4%
47 Casino hotels 130,300 −1,200 −0.9% 2,900 2.3% 174,900 11.3%
48 Food services and drinking places 122,000 −300 −0.2% 1,100 0.9% 124,500 10.6%
49 Restaurants and other eating places 110,100 500 0.5% 1,700 1.6% 110,600 9.5%
50 Full-service restaurants 58,100 500 0.9% 300 0.5% 58,600 5.0%
51 Limited-service eating places 52,000 0 0.0% 1,400 2.8% 52,400 4.5%
52 Other services 35,600 600 1.7% 1,700 5.0% 35,600 3.1%
53 Government 117,000 2,600 2.3% 9,500 8.8% 124,200 10.1%
54 Federal 14,900 −200 −1.3% 100 0.7% 16,100 1.3%
55 State government 18,300 300 1.7% 400 2.2% 23,400 1.6%
56 Local government 83,800 2,500 3.1% 9,000 12.0% 86,000 7.2%

Seasonally Adjusted Summary Table

Seasonally Adjusted CES Sectors: Las Vegas - Paradise MSA
Series August 2024 +/- July 2024 Monthly Rate +/- August 2023 Yearly Rate Maximum Percent of Total
Total nonfarm 1,160,500 4,100 0.4% 40,200 3.6% 1,160,500 100.0%

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 August 2024 +/- July 2024 Monthly Rate +/- August 2023 Yearly Rate Maximum Percent of Total
Total nonfarm 269,700 900 0.3% 6,100 2.3% 273,900 100.0%
Total private 241,200 1,400 0.6% 4,900 2.1% 241,200 89.4%
Goods-producing 55,400 400 0.7% 3,400 6.5% 55,400 20.5%
Mining and logging 400 0 0.0% 0 0.0% 1,400 0.1%
Construction 25,000 300 1.2% 1,800 7.8% 25,500 9.3%
Manufacturing 30,000 100 0.3% 1,600 5.6% 30,000 11.1%
Miscellaneous durable goods manufacturing 1,800 0 0.0% 0 0.0% 3,700 0.7%
Service-providing 214,300 500 0.2% 2,700 1.3% 220,900 79.5%
Private service-providing 185,800 1,000 0.5% 1,500 0.8% 187,600 68.9%
Trade, transportation, and utilities 58,100 200 0.3% −300 −0.5% 61,700 21.5%
Wholesale Trade 9,900 0 0.0% −500 −4.8% 11,600 3.7%
Retail trade 24,200 300 1.3% 200 0.8% 25,900 9.0%
Food and beverage stores 4,200 0 0.0% 0 0.0% 4,300 1.6%
Transportation, Warehousing, and Utilities 24,000 −100 −0.4% 0 0.0% 25,800 8.9%
Information 3,700 0 0.0% 0 0.0% 3,800 1.4%
Financial activities 11,300 0 0.0% −100 −0.9% 12,000 4.2%
Finance and insurance 6,400 0 0.0% 100 1.6% 6,800 2.4%
Professional and business services 32,900 200 0.6% −900 −2.7% 34,700 12.2%
Administrative and waste services 15,800 200 1.3% −600 −3.7% 19,800 5.9%
Education and health services 30,900 0 0.0% 1,200 4.0% 30,900 11.5%
Leisure and hospitality 41,000 400 1.0% 1,200 3.0% 44,500 15.2%
Accommodation and food services 33,200 100 0.3% 500 1.5% 37,900 12.3%
Accommodation 13,200 0 0.0% 0 0.0% 28,900 4.9%
Casino hotels 11,800 0 0.0% 100 0.9% 27,800 4.4%
Food services and drinking places 20,000 100 0.5% 500 2.6% 20,200 7.4%
Other services 7,900 200 2.6% 400 5.3% 7,900 2.9%
Government 28,500 −500 −1.7% 1,200 4.4% 33,600 10.6%
Federal 4,200 0 0.0% 100 2.4% 4,400 1.6%
State government 9,700 −200 −2.0% 900 10.2% 13,000 3.6%
Local government 14,600 −300 −2.0% 200 1.4% 17,600 5.4%

Seasonally Adjusted Summary Table

Seasonally Adjusted CES Sectors: Reno
Series August 2024 +/- July 2024 Monthly Rate +/- August 2023 Yearly Rate Maximum Percent of Total
Total nonfarm 271,400 600 0.2% 5,300 2.0% 271,400 100.0%

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

Non-Seasonally Adjusted CES Sectors: Carson City
Series August 2024 +/- July 2024 Monthly Rate +/- August 2023 Yearly Rate Maximum Percent of Total
Total nonfarm 32,400 −100 −0.3% 700 2.2% 33,600 100.0%
Total private 22,900 −100 −0.4% 100 0.4% 23,100 70.7%
Goods-producing 4,400 0 0.0% 0 0.0% 5,800 13.6%
Manufacturing 2,700 0 0.0% 0 0.0% 4,200 8.3%
Service-providing 28,000 −100 −0.4% 700 2.6% 28,300 86.4%
Private service-providing 18,500 −100 −0.5% 100 0.5% 18,700 57.1%
Trade, transportation, and utilities 4,600 −100 −2.1% 0 0.0% 5,300 14.2%
Retail trade 3,400 0 0.0% 0 0.0% 4,300 10.5%
Professional and business services 3,400 0 0.0% −100 −2.9% 3,500 10.5%
Leisure and hospitality 3,900 100 2.6% 200 5.4% 4,500 12.0%
Government 9,500 0 0.0% 600 6.7% 10,900 29.3%
Federal 700 0 0.0% 100 16.7% 900 2.2%
State government 6,800 0 0.0% 400 6.2% 8,200 21.0%
Local government 2,000 0 0.0% 100 5.3% 2,800 6.2%

Seasonally Adjusted Summary Table

Seasonally Adjusted CES Sectors: Carson City
Series August 2024 +/- July 2024 Monthly Rate +/- August 2023 Yearly Rate Maximum Percent of Total
Total nonfarm 32,300 100 0.3% 500 1.6% 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.