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  • Immigration Entrepeneurship Covid-19 | Northern Virginia Regional Commission

    Entrepreneurship - COVID-19 Reports, maps, and charts are best viewed on a desktop or tablet. Key Facts Entrepreneurship - COVID-19 Immigrants are job creators In Northern Virginia, immigrant entrepreneurs – those who work for their own businesses, incorporated or not – are making their mark locally. ​ Workers in non-essential industries have been severely affected by the economic fallout of the coronavirus outbreak, especially those who cannot work remotely or whose businesses depend normally on face-to-face interaction. 2014 to 2018 Period Key Facts: ​ More than half of all personal service entrepreneurs in Northern Virginia are foreign born. ​ Between one-quarter and one-half of all entrepreneurs in the non-essential industries of retail trade, healthcare and social services, educational services, professional services, and manufacturing are foreign born.

  • 2020 Census | NOVADashboard | Northern Virginia Regional Commission

    2020 Census Reports, maps, and charts are best viewed on a desktop or tablet. Analysis of 2020 Decennial Census NVRC Regional Data Analysis and Analysis Timeline Northern Virginia Regional Commission plans to do extensive data analysis of the region. Results of the data analyses will be posted on this NOVA Region Dashboard are currently posted under the People section. A Hou sing section will soon be added to the dashboard to assess the 2020 Census Results and trends. NVRC's regional analyses utilizing the results of the 2020 Census Demographic Profile and Demographic and Housing Characteristics released by the U.S. Census Bureau in May 2023 will be occur during the 2nd-half of 2023 and will continue into 2024. Note, the 2020 Decennial Census does not provide characteristics on education and economics. ​ Census Bureau Nationwide Data Analysis The Census Bureau is continually publishing 2020 Census analyses through a series of data visualizations , America Counts stories , and videos to help illustrate and explain the Census results and the country's demograph ic characteristics. Access Data and Data Release Timeline The 2020 Decennial Census is being released in multiple phases through multiple products. The Demographic Profile, Demographic and Housing Characteristics, and redistricting data all are injected with random statistical “noise” using the differential privacy approach to prevent disclosure of personal information. Caution should be utilized when using this data. The larger the population size of a geographic area, the more accurate the data and the diminished likelihood of having implausible data with the 2020 Census. The 2020 Census has statistical noise infused to protect confidentiality. The impact of statistical noise decreases with larger geographies. For more information, on the statistic noise injected, privacy, and accuracy, see the information under Privacy and Accuracy of 2020 Census Data . ​ Demographic Profile and Demographic and Housing Characteristics - Released May 2023 The 2020 Census Demographic Profile and Demographic and Housing Characteristics were released. These files contain 2020 Census data on characteristics of the population (i.e. age, sex race), characteristics of households (i.e. household size, rent/own, families). ​ Access and view Northern Virginia regional data: ​ ​County/City County/City Demographic Profile County/City Demographic and Housing Characteristics ​ Incorporated Towns Incorporated Towns Demographic Profile Incorporated Town Demographic and Housing Characteristics ​ ​ Redistricting Demographic Data - Released August and September 2021 Redistricting dem ographic data released to the public. This release contains population, race/ethnicity, age, housing units, and housing tenure data for c ounties, cities, and geographies as small as census blocks. The second product set will contain more detail demographic and housing characteristics data. ​ Access and view Northern Virginia regional data: ​ ​County/City County/City Redistricting Data ​ Incorporated Towns Not Available ​ ​ ​ ​ Detailed Demographic and Housing Characteristics DHC-A - Released September 2023 The Detailed Demographic and Housing Characteristics file will be released in three phases, with the first one being the Detailed DHC-A scheduled for September 2023. Included in this release will be detailed population counts, sex, and age for approximately 370 racial and ethnic groups and places of origin, such as German, Lebanese, Chinese, and Mexican. ​ ​ ​ Detailed Demographic and Housing Characteristics DHC-B - Released August 2024 The Detailed Demographic and Housing Characteristics files to be released are the Detailed DHC-B . The Detailed DHC-B will include detailed household type (e.g., family or non-family) and tenure for approximately 370 racial and ethnic groups and places of origin , such as German, Lebanese, Chinese, and Mexican. Detailed Demographic and Housing Characteristics S-DHC - Releasing September 19, 2024 The Supplemental DHC (S-DHC) will include complex relationships between the characteristics about households and the people living in them, including average household size, average household size by age and tenure, and household and family type for people under 18 years old. Privacy and Accuracy of 2020 Census Data The Demographic Profile, Demographic and Housing Characteristics, and redistricting data all are injected with random statistical “noise” using the differential privacy approach to prevent disclosure of personal information. For the Demographic and Housing Characteristics, the Census Bureau released statistical error metrics (Excel File) to help users understand the variation in the data introduced by using differential privacy. Additional guidance to users is provided by the U.S. Census Bureau in the blog post, What to Expect: Disclosure Avoidance and the 2020 Census Demographic and Housing Characteristics File . ​ For decades, the U.S. Census Bureau has used different techniques to protect individual privacy through their Disclosure Avoidance System (DAS). Differential Privacy (DP) is the latest technique. This technique was chosen because enhanced privacy protection is needed due to advances in technology that enable the ability to identify individuals when combined with other information. DP impacts data accuracy more than any other technique previously applied to decennial census results. DP will add random data (“noise”) to counts for geographic areas below the state level, to prevent identification of individuals. The amount of noise added to the data will be greater than any prior decennial census technique. The impact of statistical noise decreases the larger the population size of a geographic area. ​ From 2019 through 2022, Northern Virginia jurisdictions, through the Northern Virginia Regional Commission (NVRC), participated in the U.S. Census Bureau’s DP demonstration data review and provided feedback to the U.S. Census Bureau. The following document is a brief overview of DP and the impacts it has on data quality. Click on the image to download. For an in-depth description of DP go to the Census Bureau's DP website . Download a copy of the Differential Privacy Fact Sheet Privacy Accuracy

  • People / Population of Towns | Northern Virginia Regional Commission

    Population of Towns Population of Towns Data There are 14 incorporated towns in Northern Virginia. ​ Detailed information on the incorporated towns are available on the following population topics. For comparative purposes, Northern Virginia counties and cities, Commonwealth of Virginia, and United States data are included. Population Total Foreign Born and Immigrants Race and Ethnicity

  • People Population Overall | Northern Virginia Regional Commission

    Population Overall Reports, maps, and charts are best viewed on a desktop or tablet. Population of Northern Virginia Overview Northern Virginia is on the front lines of a demographic transformation shaping the United States. There has been an extraordinary amount of population growth in Northern Virginia. In 2023, the Northern Virginia population was 74% more than in 1990 when the population was 1,466,350. Population Estimate 2023 2,556,143 The COVID-19 pandemic began in the United States in March 2020 and the emergency declaration was lifted in May 2023. The pandemic changed the country's and region's demographic migration patterns significantly due to the substantial rise in remote work. Remote work is providing people with the opportunity to move to places away from employment centers. Most people relocate for family-reasons, housing reasons, and for more affordable, lower cost of living according to the U.S. Census Bureau Current Population Survey. Young adult, first time home buyers are the largest, working-age demographic group that are choosing to move to more affordable areas. In the four years since the pandemic, the country has had a wave of out-migration from urban areas to suburban and rural areas or smaller urban areas. The shift to remote work is one of the most impactful societal changes impacting demographic trends in the country and region, and likely will shape future trends for a long time. From July 1, 2020 to July 1, 2021, the nation's most populous areas, including Northern Virginia, experienced significant out migration and population declines. This was the first and only annual decline in Northern Virginia since the Census Bureau annual record keeping began in 1970, with a decline of an estimated 7,800 persons. Nationally, by County, and in Northern Virginia, growth patterns of 2022 and 2023 have "edged closer to pre-pandemic levels", according to the U.S. Census Bureau and NVRC Analysis. ​ Annual Estimates/Trends Decennial Census/Trends Annual Estimates Annual Estimates: Population, Natural Change (Births and Deaths), Migration Annual estimates of population and the components of change (domestic migration, international migration, births, and deaths) paint a portrait of the annual growth patterns in the towns of Northern Virginia. Annual estimates are not based on a full census of the population. Rather, they are estimates based on a compilation of multiple administrative data pieces such as birth records and residential building permits. The estimates are obtained from the U.S. Census, which benchmarks estimates to the Decennial Censuses. Decennial Census data represents the population as of April 1 of the year, whereas the annual estimates are as of July 1 of each year. ​ The 2020 to 2022 estimates are benchmarked to the 2020 Decennial Census. The 2010 to 2019 estimates are benchmarked to the 2010 Decennial Census, and the U.S. Census Bureau has yet to be adjust this series to reflect the results of the 2020 Decennial Census. Until data adjustments occur, annual growth amounts may be somewhat overstated or understated from 2010 to 2020. Decennial Population Decennial Census Data: Population The Decennial Census is based on a survey of the entire population. It is conducted once a decade. The 2020 Decennial Census population was released on August 12, 2021. The Decennial Census regional, county, and city population data is shown in the interactive charts that follow. Key Facts: ​ Decennial Growth In 2020, Northern Virginia's population was 2,550,337 according to the Decennial Census. The population increased from 1,466,409 in 1990, a 74% increase in the 30 year period from 1990 to 2020. Northern Virginia added approximately 320,000 people in this past decade, 2010 to 2020. This is 96,000 or 23% less than the previous decade, signaling a significant slowdown in the pace of growth. However, growth still continues at a high amount. Virginia’s population grew by 630,369 from 2010 to 2020, of which 50.7% of that growth was in Northern Virginia. I​​n 2020, 29.5% of Virginia’s population was in Northern Virginia, compared to 27.9% in 2010. Growth peaked in 2010. Growth in Northern Virginia has slowed since 2010. It has trended down annually since 2010, but it is still large and impactful growth that the the region is facing. The localities in Northern Virginia the growth is occurring in this decade is different in some ways than in the 1990s and 2000s. The preponderance of population growth of Northern Virginia continues to be located in the outer-ring suburbs of Prince William, Loudoun Counties, and the Cities of Manassas and Manassas Park. However, the share of the region's growth that is in the outer-ring has dropped from 65.1% in the 2000 to 2010 period to 61.5% in the 2010 to 2020 period. Arlington has seen its share of the region's growth more than double from what it experienced in the 2000's. Alexandria has seen its share of the region's growth become 2.2 times what it experienced in the 2000's. Intensification of developmental pressures this decade in the inner-core is a response to the millennial generation preferences, demographics, urbanization, transportation and other market pressures. ​

  • Economics Household Income Overall | Northern Virginia Regional Commission

    Household Income Distribution Overall Reports, maps, and charts are best viewed on a desktop or tablet. Household Income Distribution of Northern Virginia Northern Virginia is known for having communities with some of the highest incomes in the United States, including the county with the highest median household income in the nation. High incomes coincide with the large, thriving business community of the Northern Virginia region. While high incomes exist, we must recognize that there are segments of the community that are lower income and in need of assistance that live in this prosperous region of the country. About the Data and Proper Data Interpretation Median household income data is sourced from the U.S. Census Bureau 2000 Census and the American Community Survey (ACS). ​ It is important to note that any data sourced from the ACS is based on a small sample of the population of a place. Areas with smaller populations, such as the cities of Northern Virginia, may have a larger margin of error in the data due to the survey sample size being small. This is less of an issue the larger the population. The margin of error is shown in the popup that is displayed when hovering over a bar in the bar charts. If there is a large increase or decrease in the estimate from one time period to the next, and the margin of error is large and overlaps other periods, then the large change between time periods is likely due to statistical sampling error and is not considered statistically significant. In addition to the margin of error, the accuracy of the American Community Survey data for an area can be gaged by evaluating the trend. If the data has a clear trend then the data from one period to the next can be deemed reliable. Five-Year Estimates - Current All jurisdictions in the United States are included in the five-year American Community Survey estimates. The share of households in each income cohort for all jurisdictions in Northern Virginia are shown in this graph. While Northern Virginia is known for having communities with some of the highest median incomes in the United States, it must be recognized that there are segments of the community in need of assistance that live in one of the most prosperous regions in the country. It also must be recognized that the region's high cost of housing can be burdensome for both the low and moderate income households, particularly first time home buyers, so there is a significant need for more affordable housing. One-Year Estimates - Current Those jurisdictions with a population of 65,000 or more are included in the one-year American Community Survey estimates, of which there are five Northern Virginia jurisdictions included. ​ The share of households in each income cohort for the five largest jurisdictions in Northern Virginia are shown in this graph. The Northern Virginia regional household income distribution, for the one-year estimates, is representative of the five largest jurisdictions in Northern Virginia only. ​ While Northern Virginia is known for having communities with some of the highest median incomes in the United States, it must be recognized that there are segments of the community in need of assistance that live in one of the most prosperous regions in the country. It also must be recognized that the region's high cost of housing can be burdensome for both the low and moderate income households, particularly first time home buyers, so there is a significant need for more affordable housing. ​

  • Economics of Towns | Northern Virginia Regional Commission

    Economics of Towns Economics of Towns Data There are 14 incorporated towns in Northern Virginia. For comparative purposes, Northern Virginia counties and cities, Commonwealth of Virginia, and United States data are provided in the graphs. About the Data and Proper Data Interpretation The economic data of incorporated towns is sourced from the 2000 Census and the American Community Survey (ACS). All of the incorporated towns in N orthern Virginia have a population of less than 65,000 persons. One-year ACS estimates do not exist for incorporated places with a population of less than 65,000. All incorporated towns and places in the United States are included in the five-year ACS estimates. ​ It is important to note that any data sourced from the ACS is based on a small sample of the population of a place. The ACS estimates for places with smaller populations such as Clifton, Dumfries, Hamilton, Haymarket, Hillsboro, Lovettsville, Middleburg, and Quantico can be unreliable if the margin of error is large. A town's margin of area for an ACS data piece can be found by hovering over the town's data in a graph. If there is a large increase or decrease in the estimate from one time period to the next, and the margin of error is large and overlaps other periods, then the large change between time periods is likely due to statistical sampling error and is not considered statistically significant. In addition to the margin of error, the accuracy of the American Community Survey data for an area can be gaged by evaluating the trend. If the data has a clear trend then the data from one period to the next can be deemed reliable. ​ Only data variables that are deemed relatively reliable have data provided at the town level. For instance, poverty data is unreliable for many towns in Northern Virginia so that data is not being provided. Median Household Income

  • Economics Median Household of Towns | Northern Virginia Regional Commission

    Median Household Income of Towns Reports, maps, and charts are best viewed on a desktop or tablet. Median Household Income of Towns Northern Virginia is known for having communities with some of the highest median incomes in the United States, including the county with the highest in the nation. High median household incomes coincide with the large, thriving business community of the Northern Virginia region. While the median household income is high, it must be recognized that there are segments of the community in need of assistance that live in this prosperous region of the country and that high housing costs offset the high income when it comes to standards of living and well-being. ​ Median Household Income - Current The median household income of the counties, cities, and incorporated towns in Northern Virginia is shown in this graph. Loudoun County is the number one ranked county (county equivalent) for median household income in the nation. The towns of Vienna and Clifton have estimated median household incomes even greater than Loudoun County. All Northern Virginia counties, cities and town, have a median household income higher than Virginia, except for the City of Manassas Park which is statistically similar and the Towns of Dumfries and Quantico which are lower. All Northern Virginia counties, cities and town have a median household income estimate that is higher than the United States, except for Dumfries which is statistically similar and Quantico which is lower. Median Household Income - Historic Compared to Current Note, the American Community Survey is a survey with a small sample size. Due to the small population of many towns, the median household income of towns for should be used with caution and the margin of error of the median household income should be taken into consideration. If there is a large increase or decrease in the estimate from one time period to the next, and the margin of error is large and overlaps other periods, then the large change between time periods is likely due to statistical sampling error and the data should be used with caution. The margin of error is shown in the popup that is displayed when hovering over a bar in the bar charts. In addition to the margin of error, the accuracy of the American Community Survey data for an area can be gaged by evaluating the trend. If the data does not have a clear trend, and the margin of error is large and overlaps other periods, then the large change between time periods is likely due to statistical sampling error and the data should be used with caution.

  • Immigration Entrepeneurship Overall | Northern Virginia Regional Commission

    Entrepreneurship - Overall Reports, maps, and charts are best viewed on a desktop or tablet. Key Facts Entrepreneurship - Overall Immigrants are job creators In Northern Virginia, immigrant entrepreneurs – those who work for their own businesses, incorporated or not – are making their mark locally. 2013 to 2017 Period Key Facts: ​ 47,837 total estimated immigrant entrepreneurs 42.5 percent of all entrepreneurs in the region are immigrants.

  • Accessibility Statement | Northern Virginia Regional Commission

    Accessibility Statement Overview Date of last revision: 03/04/21 ​ The Northern Virginia Regional Commission strives to ensure that its services are accessible to people with disabilities and has invested resources to help provide an easy-to-use experience for all visitors to our website, novaregiondashboard.com, regardless of the type of device used and whether a visitor uses assistive technology like a screen reader, font magnification, translation or voice recognition software. The Northern Virginia Regional Commission uses the UserWay Website Accessibility Widget powered by a dedicated accessibility server to improve its compliance with the Web Content Accessibility Guidelines (WCAG 2.1). The Northern Virginia Regional Commission accessibility menu can be enabled by clicking the accessibility menu icon that appears on the corner of the page. After triggering the accessibility menu, please wait a moment for the accessibility menu to load. The Northern Virginia Regional Commission is committed to constantly improving the accessibility of its site. Despite efforts to make all pages and content on NOVA Region Dashboard fully accessible, some content may not have yet been adapted to the strictest accessibility standards as we identify appropriate technological solutions. ​ If you are having trouble accessing content on NOVA Region Dashboard or require assistance, please do not hesitate to contact us . Browser Accessibility Information Many popular browsers contain built-in accessibility tools. Internet Explorer Accessibility Information Firefox Accessibility Information Chrome Accessibility Information Additional Plug-ins Adobe Reader is required to view and print PDF documents that appear on this website. To download this program for free, visit the Adobe website . To read PDF documents with a screen reader, please visit the Adobe Reader Accessibility website which provides useful tools and resources.

  • People Race of Towns | Northern Virginia Regional Commission

    Race and Ethnicity of Towns Reports, maps, and charts are best viewed on a desktop or tablet. Race and Ethnicity of Towns Overview A big story of the region is its diversification and majority-minority transition. There will soon be a day when the majority of people will belong to a minority group (any group other than non-Hispanic White alone). Much of this is attributed to the sizable increases in the number of Hispanics, Asians, and multiracial persons in the region. ​ The following charts show the region's population by race and ethnicity, along with analyses of diversity for Northern Virginia and its incorporated towns. Upcoming Changes to Categorization of Race/Ethnicity Race/ethnicity data collected by the U.S. Census Bureau is the primary source of race and ethnicity demographics. The U.S. Census Bureau currently collects race and ethnicity data based on the U.S. Office of Management and Budget (OMB) standards from 1997. New race/ethnicity standards were adopted by the Office of Management and Budget on March 28, 2024, the first such adoption since 1997. Changes are coming to how race and ethnicity information will be collected and reported in the United States. Federal agencies, including the U.S. Census Bureau, must implement the new standards into data collections as soon as possible, but no later than March 28, 2029. The U.S. Census Bureau American Community Survey (ACS), a survey conducted annually, will be one of the first U.S. Census Bureau products to implement the new standards. As of July 2024, the U.S. Census Bureau was proposing to begin implementation of data collection in 2026 or 2027 for the ACS products. The 2030 Decennial Census will also reflect the new standards. ​ The new race categories will offer individuals more precise ways to self-identify, especially for people who self-identify as multiracial or multiethnic. This will result in a more accurate representation of the U.S. population's race and ethnic characteristics. Changes will include a single combined question instead of separate race and ethnicity questions. Also, a new "Middle Eastern or North African" category will be added. These changes aim to better reflect the diversity of the American population. ​ ​ These changes will create challenges and implications for our understanding of the population and trends because the data will not be comparable to prior data. These modifications will alter the population size of subgroups. Specifically, the Census Bureau’s 2015 National Content Test results suggest anticipating increases in those identifying as Middle Eastern or North African, Hispanic or Latino, and Black or African American. Conversely, the number of individuals categorized as “white” or "some other race" is projected to decline. The combined race and ethnicity question is also expected to improve response rates for the race component on the decennial census and ACS forms. ​ More information can be found on the U.S. Census Bureau's website . ​ ​ ​ ​ ​ Decennial Census Data The Decennial Census is based on a survey of the entire population. It is conducted once a decade. The 2020 Decennial Census population was released on August 12, 2021. The Decennial Census regional, county, and city population data is shown in the interactive charts that follow. ​ The 2020 Census had improvements to the design of the two separate questions for race and ethnicity, data processing, and coding, which enabled a more thorough and accurate depiction of how people prefer to self-identify. These changes along with actual demographic changes in the population result in the changes seen from 2010 to 2020 in the following data. For more details on the 2020 Census questionnaire changes and its impacts please view the U.S. Census Bureau's technical information . ​ The following charts show the region's population by race and ethnicity, along with analyses of diversity for Northern Virginia and its incorporated towns. People of Hispanic/Latino origin are an ethnic group and may be of any race. To display Hispanic/Latino together with racial groups, it is common to cross-tabulate race and ethnicity to display Hispanic/Latino as a single category and the non-Hispanic race groups as categories that sum to the total population. This means of displaying race and ethnic data has become quite common and for available data, it is the closest categorization c ompared to the new race/ethnicity standards that were adopted by the Office of Management and Budget on March 28, 2024 (for more information see prior section ). With this classification, Hispanic/Latino is treated identically to major race groups and not independently of race. Also, Census Bureau research has shown that this classification is much less impacted by the 2020 Census questionnaire improvements. NVRC has migrated its demographic analysis to the cross-tabulated categories. The following charts, as well as the calculation of diversity, use the cross-tabulated categories.

  • Immigration Study Education | NOVADashboard | NVRC | Northern Virginia

    Housing Characteristics Reports, maps, and charts are best viewed on a desktop or tablet. Key Facts Housing Foreign born headed households, especially those on the lower end of the income spectrum have significantly larger household sizes than U.S. born headed households. COVID-19 More occupants per household present opportunities for transmission of COVID-19 among members within that household since COVID-19 is spread through close contact. ​ Housing instability from the pandemic requires a very proactive role from local communities. 2014 to 2018 Five-Year Estimates Key Facts: ​ Foreign born headed households, in general, are larger than U.S. Born headed households in Northern Virginia and its localities. Northern Virginia has a foreign born average household size of 3.22, while U.S. born headed is 2.39. ​ The gap between the foreign born and U.S. born average household size in Northern Virginia shrinks with each higher income quintile, almost reaching parity at the top among the highest income households. The lowest income quintile has a gap of 0.9 persons per household, while the highest income quintile has a gap of 0.2 persons per household. ​ The housing tenure of the foreign born in Northern Virginia is 58 percent owner and 42 percent renter. This distribution varies widely by locality. The innermost, urban localities of Arlington and Alexandria have a higher rate of renters than the outer, suburban localities. ​ The housing type of the foreign born in Northern Virginia is 60.5 percent single-family, 37.5 percent multi-family, and 2.0 percent other. This distribution varies widely by locality. The innermost, urban localities of Alexandria and Arlington have a majority residing in multi-family and the outer, suburban localities have a majority residing in single-family. Explore housing topics by clicking on the tabs below

  • Immigration Study Labor Force Overall | Northern Virginia Regional Commission

    Labor Force - Overall Reports, maps, and charts are best viewed on a desktop or tablet. Key Facts Labor Force - Overall Northern Virginia’s immigrant population is well-suited to maintaining and expanding the region’s labor force In Northern Virginia, immigrant entrepreneurs – those who work for their own businesses, incorporated or not – are making their mark locally. 2013 to 2017 Period Key Facts: ​ In Northern Virginia, less than two-thirds, or 61.6 percent of the U.S.-born population are of working age — between 16 and 64 years old — the range considered to be working age by the Department of Labor. Meanwhile, more than four out of five, or 83.9 percent of the immigrant population in the region are of working age. While immigrants make up 27.4 percent of the overall population, they make up 34.0 percent of the region’s working-age population. Northern Virginia has a high percentage of immigrants, 31.8 percent, working in STEM industries compared to 22.8 percent of immigrants overall in the United States. What are the top 3 industry sectors of the U.S. Born labor force? Source: 2013-2017 American Community Survey, 5-Year Sample, downloaded from IPUMS USA, University of Minnesota, www.ipums.org . 1. Professional Services (25.4%) ​ 2. Administration (14.7%) ​ 3. Education ( 9.6%) What are the top 3 industry sectors of the Foreign Born labor force? 1. Professional Services (20.7%) ​ 2. Entertainment, Arts, and Hospitality (12.1%) ​ 3. Construction (10.8%) Source: NAE analysis of the 2013-2017 American Community Survey,5-Year Sample, downloaded from IPUMS USA, University of Minnesota, www.ipums.org ; ITEP, “Who Pays?”; Congressional Budget Office; U.S. Social Security Administration.

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