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Economic Overview October 23, 2017

DEMOGRAPHIC PROFILE... 3 EMPLOYMENT TRENDS... 5 UNEMPLOYMENT RATE... 5 WAGE TRENDS... 6 COST OF LIVING INDEX... 6 INDUSTRY SNAPSHOT... 7 OCCUPATION SNAPSHOT... 9 INDUSTRY CLUSTERS... 11 EDUCATION LEVELS... 11 GROSS DOMESTIC PRODUCT... 12 FAQ... 13 2

Demographic Profile In 2016, the population in was 385,945. Between 2006 and 2016, the region s population grew at an annual average rate of 3.7%. The region has a civilian labor force of 194,311 with a participation rate of 75.7%. Of individuals 25 to 64 in, 60.5% have a bachelor s degree or higher which compares with 31.3% in the nation. The median household income in is $123,453 and the median house value is $452,300. Summary 1 Percent Value District of Columbia District of Columbia Demographics Population 6 385,945 681,170 323,127,513 Population Annual Average Growth 6 3.7% 1.8% 0.8% 11,875 11,049 2,474,760 Median Age 2,4 34.8 33.8 37.2 Under 18 Years 4 30.6% 16.8% 24.0% 95,434 100,815 74,181,467 18 to 24 Years 4 5.9% 14.5% 9.9% 18,328 87,015 30,672,088 25 to 34 Years 4 13.9% 20.7% 13.3% 43,483 124,745 41,063,948 35 to 44 Years 4 18.9% 13.4% 13.3% 58,953 80,659 41,070,606 45 to 54 Years 4 15.6% 12.6% 14.6% 48,852 75,703 45,006,716 55 to 64 Years 4 8.6% 10.6% 11.8% 26,836 63,977 36,482,729 65 to 74 Years 4 3.9% 6.1% 7.0% 12,241 36,969 21,713,429 75 Years, and Over 4 2.6% 5.3% 6.0% 8,184 31,840 18,554,555 Race: White 4 68.7% 38.5% 72.4% 214,471 231,471 223,553,265 Race: Black or African American 4 7.3% 50.7% 12.6% 22,710 305,125 38,929,319 Race: American Indian and Alaska Native 4 0.3% 0.3% 0.9% 914 2,079 2,932,248 Race: Asian 4 14.7% 3.5% 4.8% 46,033 21,056 14,674,252 Race: Native Hawaiian and Other Pacific Islander 4 0.1% 0.1% 0.2% 184 302 540,013 Race: Some Other Race 4 4.9% 4.1% 6.2% 15,424 24,374 19,107,368 Race: Two or More Races 4 4.0% 2.9% 2.9% 12,575 17,316 9,009,073 Hispanic or Latino (of any race) 4 12.4% 9.1% 16.3% 38,576 54,749 50,477,594 Economic Labor Force Participation Rate and Size (civilian population 16 years and over) 75.7% 68.3% 63.3% 194,311 373,626 158,897,824 Armed Forces Labor Force 0.5% 0.6% 0.4% 1,170 3,446 1,015,464 Veterans, Age 18-64 7.1% 3.6% 5.5% 15,609 16,613 10,750,884 Median Household Income 2 $123,453 $70,848 $53,889 Per Capita Income $47,495 $47,675 $28,930 Poverty Level (of all people) 4.0% 18.0% 15.5% 14,047 110,365 47,749,043 Households Receiving Food Stamps 2.9% 14.9% 13.2% 3,273 40,686 15,399,651 3

Summary 1 Percent Value District of Columbia District of Columbia Mean Commute Time (minutes) 33.0 29.7 25.9 Commute via Public Transportation 3.5% 37.4% 5.1% 6,351 125,413 7,362,038 Union Membership 3 5.0% 9.4% 10.7% Educational Attainment, Age 25-64 No High School Diploma 5.6% 9.0% 11.8% 11,070 34,405 19,736,243 High School Graduate 12.6% 16.9% 26.4% 24,821 64,388 43,982,863 Some College, No Degree 15.1% 13.4% 21.7% 29,637 50,941 36,187,232 Associate's Degree 6.2% 3.1% 8.8% 12,106 11,920 14,742,654 Bachelor's Degree 36.4% 25.1% 19.9% 71,585 95,648 33,245,950 Postgraduate Degree 24.0% 32.4% 11.4% 47,221 123,351 18,952,103 Housing Housing Units 118,919 303,312 133,351,840 Median House Value (of owner-occupied units) 2 $452,300 $475,800 $178,600 Homeowner Vacancy 1.0% 1.8% 1.9% 880 2,138 1,492,691 Rental Vacancy 4.0% 5.5% 6.4% 1,114 9,549 2,949,366 Renter-Occupied Housing Units (% of Occupied Units) 22.9% 58.8% 36.1% 25,971 160,640 42,214,214 Occupied Housing Units with No Vehicle Available (% of Occupied Units) 2.5% 36.4% 9.1% 2,857 99,554 10,628,474 Social Enrolled in Grade 12 (% of total population) 1.7% 1.0% 1.4% 5,994 6,773 4,451,334 Disconnected Youth 5 0.8% 4.3% 3.0% 138 1,449 518,859 Children in Single Parent Families (% of all children) 15.0% 56.0% 34.8% 15,279 58,080 24,408,909 With a Disability, Age 18-64 4.0% 9.1% 10.3% 8,764 41,560 19,985,588 With a Disability, Age 18-64, Labor Force Participation Rate and Size 58.8% 41.8% 41.0% 5,151 17,354 8,185,456 Foreign Born 23.3% 14.1% 13.2% 81,766 91,588 41,717,420 Speak English Less Than Very Well (population 5 yrs and over) 9.9% 5.4% 8.6% 32,086 32,636 25,410,756 Source: JobsEQ 1. ACS 2011-2015, unless noted otherwise 2. Median values for certain aggregate regions (such as MSAs) may be estimated as the weighted averages of the median values from the composing counties. 3. 2016; Current Population Survey, unionstats.com, and Chmura; county- and zip-level data are best estimates based upon industry-, MSA-, and state-level data 4. Census 2010 5. Disconnected Youth are 16-19 year olds who are (1) not in school, (2) not high school graduates, and (3) either unemployed or not in the labor force. 6. Census 2016, annual average growth rate since 2006 4

Employment Trends As of 2017Q2, total employment for was 173,245 (based on a four-quarter moving average). Over the year ending 2017Q2, employment increased 0.3% in the region. Employment data are derived from the Quarterly Census of Employment and Wages, provided by the Bureau of Labor Statistics and imputed where necessary. Data are updated through 2016Q4 with preliminary estimates updated to 2017Q2. Unemployment Rate The seasonally adjusted unemployment rate for was 3.1% as of August 2017. The regional unemployment rate was lower than the national rate of 4.5%. One year earlier, in August 2016, the unemployment rate in was 3.3%. Unemployment rate data are from the Local Area Unemployment Statistics, provided by the Bureau of Labor Statistics and updated through August 2017. 5

Wage Trends The average worker in earned annual wages of $60,768 as of 2017Q2. Average annual wages per worker increased 1.7% in the region during the preceding four quarters. For comparison purposes, annual average wages were $53,284 in the nation as of 2017Q2. Annual average wages per worker data are derived from the Quarterly Census of Employment and Wages, provided by the Bureau of Labor Statistics and imputed where necessary. Data are updated through 2016Q4 with preliminary estimates updated to 2017Q2. Cost of Living Index The Cost of Living Index estimates the relative price levels for consumer goods and services. When applied to wages and salaries, the result is a measure of relative purchasing power. The cost of living is 50.7% higher in than the U.S. average. Cost of Living Information Annual Average Salary Cost of Living Index (Base US) US Purchasing Power $60,768 150.7 $40,333 District of Columbia $89,460 152.4 $58,701 $53,284 100.0 $53,284 Source: JobsEQ Data as of 2017Q2 Cost of Living per C2ER, data as of 2017q1, imputed by Chmura where necessary. 6

Industry Snapshot The largest sector in is Professional, Scientific, and Technical Services, employing 21,668 workers. The next-largest sectors in the region are Retail Trade (18,681 workers) and Construction (16,745). High location quotients (LQs) indicate sectors in which a region has high concentrations of employment compared to the national average. The sectors with the largest LQs in the region are Information (LQ = 2.12), Transportation and Warehousing (1.96), and Professional, Scientific, and Technical Services (1.90). Employment data are derived from the Quarterly Census of Employment and Wages, provided by the Bureau of Labor Statistics and imputed where necessary. Data are updated through 2016Q4 with preliminary estimates updated to 2017Q2. Sectors in with the highest average wages per worker are Information ($135,104), Management of Companies and Enterprises ($118,180), and Finance and Insurance ($104,883). Regional sectors with the best job growth (or most moderate job losses) over the last 5 years are Accommodation and Food Services (+3,713 jobs), Professional, Scientific, and Technical Services (+2,570), and Educational Services (+2,541). Over the next 10 years, employment in is projected to expand by 37,981 jobs. The fastest growing sector in the region is expected to be Health Care and Social Assistance with a +3.3% year-over-year rate of growth. The strongest forecast by number of jobs over this period is expected for Professional, Scientific, and Technical Services (+7,017 jobs), Health Care and Social Assistance (+4,954), and Construction (+4,853). 7

Current Historical Forecast Four Quarters Ending with 2017q2 Change over the Last 5 Years Average Annual % Change in Employment 2012q2-2017q2 Over the Next 10 Years NAICS Industry Empl Avg. Annual Wages Location Quotient Empl District of Columbia Approx Repl Demand Growth Demand Avg. Annual Growth Percent 11 21 Agriculture, Forestry, Fishing and Hunting Mining, Quarrying, and Oil and Gas Extraction 1,018 $19,129 0.41-5 -0.1% -6.6% 0.8% 377 114 1.1% 155 $85,176 0.22-4 -0.5% -12.4% -4.9% 40 21 1.3% 22 Utilities 665 $71,426 0.72 277 11.3% 1.4% 0.1% 188 154 2.1% 23 Construction 16,745 $64,375 1.75 2,470 3.2% 3.1% 3.2% 3,706 4,853 2.6% 31 Manufacturing 7,253 $92,385 0.51 2,365 8.2% -1.1% 0.8% 1,712 269 0.4% 42 Wholesale Trade 3,305 $76,249 0.49-15 -0.1% 0.4% 0.9% 791 625 1.7% 44 Retail Trade 18,681 $29,719 1.00 998 1.1% 4.0% 1.3% 6,249 3,350 1.7% 48 Transportation and Warehousing 14,232 $52,609 1.96 1,189 1.8% 2.7% 2.7% 3,940 1,997 1.3% 51 Information 7,325 $135,104 2.12-278 -0.7% -1.2% 0.8% 1,862 876 1.1% 52 Finance and Insurance 3,658 $104,883 0.53 605 3.7% -0.4% 1.1% 956 884 2.2% 53 54 55 56 Real Estate and Rental and Leasing Professional, Scientific, and Technical Services Management of Companies and Enterprises Administrative and Support and Waste Management and Remediation Services 2,415 $59,098 0.82 136 1.2% 3.1% 1.9% 581 425 1.6% 21,668 $98,786 1.90 2,570 2.6% 1.8% 2.4% 5,113 7,017 2.8% 1,293 $118,180 0.51 91 1.5% 4.8% 2.9% 297 241 1.7% 11,145 $41,911 0.99 2,090 4.2% 1.1% 2.6% 2,741 2,451 2.0% 61 Educational Services 15,619 $47,036 1.09 2,541 3.6% 3.4% 0.7% 3,549 3,044 1.8% 62 71 72 81 Health Care and Social Assistance Arts, Entertainment, and Recreation Accommodation and Food Services Other Services (except Public Administration) 13,067 $51,595 0.53 1,754 2.9% 1.2% 2.5% 2,923 4,954 3.3% 4,575 $69,453 1.33 1,197 6.3% 2.7% 2.3% 1,529 1,019 2.0% 16,024 $23,733 1.03 3,713 5.4% 3.0% 3.0% 6,104 3,194 1.8% 8,140 $38,399 1.06 1,283 3.5% 1.3% -0.2% 2,226 1,652 1.9% 92 Public Administration 5,858 $72,896 0.71-528 -1.7% -0.4% 0.1% 1,500 752 1.2% 99 Unclassified 402 $61,921 1.15 401 213.2% 2.5% 13.2% 107 88 2.0% - All Industries 173,245 $60,768 1.00 22,850 2.9% 1.3% 1.7% 46,265 37,981 2.0% Source: JobsEQ Employment data are derived from the Quarterly Census of Employment and Wages, provided by the Bureau of Labor Statistics and imputed where necessary. Data are updated through 2016Q4 with preliminary estimates updated to 2017Q2. Forecast employment growth uses national projections adapted for regional growth patterns. 8

Occupation Snapshot The largest major occupation group in is Office and Administrative Support, employing 22,649 workers. The next-largest occupation groups in the region are Sales and Related (17,847 workers) and Food Preparation and Serving Related (15,001). High location quotients (LQs) indicate occupation groups in which a region has high concentrations of employment compared to the national average. The major groups with the largest LQs in the region are Computer and Mathematical (LQ = 2.31), Construction and Extraction (1.46), and Building and Grounds Cleaning and Maintenance (1.30). Occupation groups in with the highest average wages per worker are Management ($132,700), Legal ($121,000), and Computer and Mathematical ($94,400). The unemployment rate in the region varied among the major groups from 0.8% among Legal to 6.8% among Food Preparation and Serving Related. Over the next 10 years, the fastest growing occupation group in is expected to be Healthcare Support with a +3.6% year-over-year rate of growth. The strongest forecast by number of jobs over this period is expected for Computer and Mathematical (+3,524 jobs) and Office and Administrative Support (+3,511). Over the same period, the highest replacement demand (occupation demand due to retirements and workers moving from one occupation to another) is expected in Food Preparation and Serving Related (6,373 jobs) and Sales and Related (6,321). Occupation Snapshot in Current Historical Forecast Four Quarters Ending with 2017q2 2017q2 Change over the Last 5 Avg Ann % Chg in Empl 2012q2-2017q2 Over the Next 10 Years Years SOC Title Empl Avg. Annual Wages 1 LQ Unempl Unempl Rate Empl District of Columbi a Current Online Job Ads 2 Repl Demand Growth Demand Avg. Annual Growth Percent 11- Management 13-15- 17-19- 21-23- 25- Business and Financial Operations Computer and Mathematical Architecture and Engineering Life, Physical, and Social Science Community and Social Service 12,258 $132,700 1.17 200 1.5% 1,519 2.7% 1.1% 1.5% 716 4,358 2,745 2.0% 10,124 $82,200 1.14 449 3.0% 1,334 2.9% 0.7% 1.7% 503 2,335 2,584 2.3% 11,611 $94,400 2.31 347 2.4% 1,170 2.1% 1.3% 2.5% 1,790 1,940 3,524 2.7% 3,223 $90,700 1.10 99 2.5% 387 2.6% -0.2% 1.0% 146 869 564 1.6% 1,121 $84,500 0.77 65 3.1% 118 2.2% 0.9% 1.2% 55 359 274 2.2% 1,652 $54,700 0.60 24 1.0% 111 1.4% 2.5% 2.0% 130 400 412 2.3% Legal 1,176 $121,000 0.82 16 0.8% 33 0.6% -0.7% 0.4% 27 253 256 2.0% Education, Training, and Library 11,119 $58,500 1.14 278 2.3% 1,709 3.4% 2.7% 0.8% 386 2,661 2,344 1.9% 9

Occupation Snapshot in Current Historical Forecast Four Quarters Ending with 2017q2 2017q2 Change over the Last 5 Years Avg Ann % Chg in Empl 2012q2-2017q2 Over the Next 10 Years SOC Title Empl Avg. Annual Wages 1 LQ Unempl Unempl Rate Empl District of Columbi a Current Online Job Ads 2 Repl Demand Growth Demand Avg. Annual Growth Percent 27-29- 31-33- 35-37- 39-41- 43-45- 47-49- Arts, Design, Entertainment, Sports, and Media Healthcare Practitioners and Technical Healthcare Support Protective Service Food Preparation and Serving Related Building and Grounds Cleaning and Maintenance Personal Care and Service Sales and Related Office and Administrative Support Farming, Fishing, and Forestry Construction and Extraction Installation, Maintenance, and Repair 51- Production 53-00- Transportation and Material Moving 3,488 $59,800 1.12 134 3.3% 451 2.8% 1.3% 1.1% 184 1,235 681 1.8% 5,306 $83,700 0.54 85 1.1% 782 3.2% 0.5% 1.7% 386 1,324 1,817 3.0% 2,664 $33,700 0.55 119 3.8% 518 4.4% 1.7% 2.2% 200 667 1,137 3.6% 3,881 $46,000 1.04 141 3.4% 701 4.1% 1.2% 1.0% 145 847 736 1.8% 15,001 $25,500 1.01 943 6.8% 3,434 5.3% 3.6% 2.9% 882 6,373 3,063 1.9% 7,977 $29,400 1.30 343 5.0% 1,138 3.1% 0.6% 1.0% 199 1,974 1,660 1.9% 6,523 $29,600 0.97 252 4.0% 1,242 4.3% 2.0% 2.1% 403 2,184 1,709 2.4% 17,847 $43,200 1.00 750 4.3% 1,353 1.6% 2.3% 1.3% 1,808 6,321 3,282 1.7% 22,649 $40,500 0.88 879 3.7% 2,557 2.4% 1.1% 1.7% 1,078 5,589 3,511 1.5% 375 $34,100 0.33 15 5.4% 22 1.2% 1.1% 1.3% 6 189 42 1.1% 11,269 $48,400 1.46 475 5.7% 1,437 2.8% 2.5% 2.4% 179 2,240 3,230 2.6% 7,573 $53,600 1.15 227 3.7% 727 2.0% 0.9% 1.6% 429 1,931 1,659 2.0% 4,412 $40,500 0.42 181 4.8% 1,045 5.6% 0.4% 1.2% 117 1,211 579 1.2% 11,998 $44,200 1.03 441 4.8% 1,061 1.9% 2.1% 2.3% 401 3,569 2,173 1.7% - All 173,245 $54,400 1.00 n/a n/a 22,850 2.9% 1.3% 1.7% 10,189 48,828 37,981 2.0% Source: JobsEQ Data as of 2017Q2 unless noted otherwise Note: Figures may not sum due to rounding. 1. Occupation wages are as of 2016 and should be taken as the average for all Covered Employment 2. Data represent found online ads active within the last thirty days in any zip code intersecting or within the selected region; data represents a sampling rather than the complete universe of postings. Occupation employment data are estimated via industry employment data and the estimated industry/occupation mix. Industry employment data are derived from the Quarterly Census of Employment and Wages, provided by the Bureau of Labor Statistics and currently updated through 2016Q4, imputed where necessary with preliminary estimates updated to 2017Q2. Wages by occupation are as of 2016 provided by the BLS and imputed where necessary. Forecast employment growth uses national projections from the Bureau of Labor Statistics adapted for regional growth patterns. 10

Industry Clusters A cluster is a geographic concentration of interrelated industries or occupations. The industry cluster in with the highest relative concentration is Electric/Electronics Mfg. with a location quotient of 2.22. This cluster employs 4,049 workers in the region with an average wage of $126,483. Employment in the Electric/Electronics Mfg. cluster is projected to contract in the region about 0.2% per year over the next ten years. Location quotient and average wage data are derived from the Quarterly Census of Employment and Wages, provided by the Bureau of Labor Statistics, imputed where necessary, and updated through 2016Q4 with preliminary estimates updated to 2017Q2. Forecast employment growth uses national projections from the Bureau of Labor Statistics adapted for regional growth patterns. Education Levels Expected growth rates for occupations vary by the education and training required. While all employment in is projected to grow 2.0% over the next ten years, occupations typically requiring a postgraduate degree are expected to grow 2.5% per year, those requiring a bachelor s degree are forecast to grow 2.2% per year, and occupations typically needing a 2-year degree or certificate are expected to grow 2.3% per year. Employment by occupation data are estimates are as of 2017Q2. Education levels of occupations are based on BLS assignments. Forecast employment growth uses national projections from the Bureau of Labor Statistics adapted for regional growth patterns. 11

Gross Domestic Product Gross Domestic Product (GDP) is the total value of goods and services produced by a region. In 2016, nominal GDP in expanded 11.5%. This follows growth of 4.5% in 2015. As of 2016, total GDP in was $23,979,338,000. Gross Domestic Product data are provided by the Bureau of Economic Analysis, imputed by Chmura where necessary, updated through 2016. Of the sectors in, Professional, Scientific, and Technical Services contributed the largest portion of GDP in 2016, $3,033,463,000 The next-largest contributions came from Real Estate and Rental and Leasing ($2,722,380,000); Information ($2,460,472,000); and Finance and Insurance ($2,306,436,000). Gross Domestic Product data are provided by the Bureau of Economic Analysis, imputed by Chmura where necessary, updated through 2016. 12

FAQ What is a location quotient? A location quotient (LQ) is a measurement of concentration in comparison to the nation. An LQ of 1.00 indicates a region has the same concentration of an industry (or occupation) as the nation. An LQ of 2.00 would mean the region has twice the expected employment compared to the nation and an LQ of 0.50 would mean the region has half the expected employment in comparison to the nation. What is replacement demand? Replacement demand is the number of jobs required due to replacements retirements and turnover resulting from workers moving from one occupation into another. Note that replacement demand does not include all turnover it does not include when workers stay in the same occupation but switch employers. The replacement demand shown in this report may also be understated; thus, it can be taken to be a minimum measure of the number of workers who will need to be trained for the occupation due to replacements. The total projected demand for an occupation is the sum of the replacement demand and the growth demand (which is the increase or decrease of jobs in an occupation expected due to expansion or contraction of the overall number of jobs in that occupation). What is a cluster? A cluster is a geographic concentration of interrelated industries or occupations. If a regional cluster has a location quotient of 1.25 or greater, the region is considered to possess a competitive advantage in that cluster. What is the difference between industry wages and occupation wages? Industry wages and occupation wages are estimated via separate data sets, often the time periods being reported do not align, and wages are defined slightly differently in the two systems (for example, certain bonuses are included in the industry wages but not the occupation wages). It is therefore common that estimates of the average industry wages and average occupation wages in a region do not match exactly. What is NAICS? The North American Industry Classification System (NAICS) is used to classify business establishments according to the type of economic activity. The NAICS Code comprises six levels, from the all industry level to the 6-digit level. The first two digits define the top level category, known as the sector, which is the level examined in this report. What is SOC? The Standard Occupational Classification system (SOC) is used to classify workers into occupational categories. All workers are classified into one of over 820 occupations according to their occupational definition. To facilitate classification, occupations are combined to form 23 major groups, 96 minor groups, and 449 occupation groups. Each occupation group includes detailed occupations requiring similar job duties, skills, education, or experience. About This Report This report and all data herein were produced by JobsEQ, a product of Chmura Economics & Analytics. The information contained herein was obtained from sources we believe to be reliable. However, we cannot guarantee its accuracy and completeness. 13