District of Columbia (Central) PUMA, DC

Public Use Microdata Area (PUMA)

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2020 Population
165,723
0.641% 1-year growth
2020 Median Age
32.6
0.617% 1-year increase
2020 Poverty Rate
11.5%
9.13% 1-year decrease
2020 Median Household Income
$113,887
5.76% 1-year growth
2020 Median Property Value
$637,200
2.36% 1-year growth
2020 Employed Population
111,036
1.82% 1-year growth

About

In 2020, District of Columbia (Central) PUMA, DC had a population of 166k people with a median age of 32.6 and a median household income of $113,887. Between 2019 and 2020 the population of District of Columbia (Central) PUMA, DC grew from 164,668 to 165,723, a 0.641% increase and its median household income grew from $107,684 to $113,887, a 5.76% increase.

The 5 largest ethnic groups in District of Columbia (Central) PUMA, DC are White (Non-Hispanic) (55.9%), Black or African American (Non-Hispanic) (22.4%), Asian (Non-Hispanic) (7.36%), White (Hispanic) (5.62%), and Two+ (Non-Hispanic) (3.35%).

19.1% of the households in District of Columbia (Central) PUMA, DC reported speaking a non-English language at home as their primary shared language. This does not consider the potential multi-lingual nature of households, but only the primary self-reported language spoken by all members of the household.

91.6% of the residents in District of Columbia (Central) PUMA, DC are U.S. citizens.

The largest universities in District of Columbia (Central) PUMA, DC are George Washington University (10,055 degrees awarded in 2020), Strayer University-Global Region (2,324 degrees), and Howard University (1,708 degrees).

In 2020, the median property value in District of Columbia (Central) PUMA, DC was $637,200, and the homeownership rate was 32.9%. Most people in District of Columbia (Central) PUMA, DC used public transit to get to work, and the average commute time was 27 minutes. The average car ownership in District of Columbia (Central) PUMA, DC was 1 car per household.

Diversity

District of Columbia (Central) PUMA, DC is home to a population of 166k people, from which 91.6% are citizens. As of 2020, 15.4% of District of Columbia (Central) PUMA, DC residents were born outside of the country (25.5k people).

In 2020, there were 2.5 times more White (Non-Hispanic) residents (92.7k people) in District of Columbia (Central) PUMA, DC than any other race or ethnicity. There were 37.1k Black or African American (Non-Hispanic) and 12.2k Asian (Non-Hispanic) residents, the second and third most common ethnic groups.

The most common non-English languages spoken as the primary langauge in households in District of Columbia (Central) PUMA, DC are Spanish (12,563 households), Chinese (Incl. Mandarin, Cantonese) (3,460 households), and French (Incl. Cajun) (2,326 households).

Race and Ethnicity

Race and Ethnicity

The 3 largest ethnic groups in District of Columbia (Central) PUMA, DC
  1. White (Non-Hispanic)
    92.7k ± 2.46k
  2. Black or African American (Non-Hispanic)
    37.1k ± 2.5k
  3. Asian (Non-Hispanic)
    12.2k ± 800
10.4%
Hispanic Population
17.3k people

In 2020, there were 2.5 times more White (Non-Hispanic) residents (92.7k people) in District of Columbia (Central) PUMA, DC than any other race or ethnicity. There were 37.1k Black or African American (Non-Hispanic) and 12.2k Asian (Non-Hispanic) residents, the second and third most common ethnic groups.

10.4% of the people in District of Columbia (Central) PUMA, DC are hispanic (17.3k people).

The following chart shows the 7 races represented in District of Columbia (Central) PUMA, DC as a share of the total population.

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Non-English Households

Most Common Non-English Languages
  1. Spanish
    12,563 households (7.87%)
  2. Chinese (Incl. Mandarin, Cantonese)
    3,460 households (2.17%)
  3. French (Incl. Cajun)
    2,326 households (1.46%)

19.1% of the households in District of Columbia (Central) PUMA, DC reported speaking a non-English language at home as their primary shared language, which is lower than the national average of 21.5%. This does not consider the potential multi-lingual nature of households, but only the primary self-reported language spoken by all members of the household.

In 2020, the most common non-English language spoken in households in District of Columbia (Central) PUMA, DC was Spanish. 7.87% of the households in District of Columbia (Central) PUMA, DC reported speaking Spanish at home as the primary shared language between all members living in the household.

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Heritage

Foreign-Born Population

15.4%
2020 Foreign-Born Population
25.5k people
16.4%
2019 Foreign-Born Population
27k people

As of 2020, 15.4% of District of Columbia (Central) PUMA, DC residents (25.5k people) were born outside of the United States, which is higher than the national average of 13.5%. In 2019, the percentage of foreign-born citizens in District of Columbia (Central) PUMA, DC was 16.4%, meaning that the rate has been decreasing.

The following chart shows the percentage of foreign-born residents in District of Columbia (Central) PUMA, DC compared to that of it's neighboring and parent geographies.

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Age by Nativity

32
Median Native-Born Age
± 0.4
37
Median Foreign-Born Age
± 0.8

In 2020, the median age of all people in District of Columbia (Central) PUMA, DC was 32.6. Native-born citizens, with a median age of 32, were generally younger than foreign-born citizens, with a median age of 37. But people in District of Columbia (Central) PUMA, DC are getting getting older. In 2019, the average age of all District of Columbia (Central) PUMA, DC residents was 32.

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Global Diversity

Most Common Origin
  1. China
    2,366 ± 1,186 people
  2. India
    1,292 ± 879 people
  3. France
    958 ± 758 people

In 2020, the most common birthplace for the foreign-born residents of District of Columbia (Central) PUMA, DC was China, the natal country of 2,366 District of Columbia (Central) PUMA, DC residents, followed by India with 1,292 and France with 958.

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Citizenship

91.6%
2020 Citizenship
90.7%
2019 Citizenship

As of 2020, 91.6% of District of Columbia (Central) PUMA, DC residents were US citizens, which is lower than the national average of 93.4%. In 2019, the percentage of US citizens in District of Columbia (Central) PUMA, DC was 90.7%, meaning that the rate of citizenship has been increasing.

The following chart shows US citizenship percentages in District of Columbia (Central) PUMA, DC compared to that of it's neighboring and parent geographies.

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Military

Veterans

Most Common Service Period
  1. Gulf War (2001-)
    2,073 ± 336
  2. Vietnam
    983 ± 276
  3. Gulf War (1990s)
    757 ± 246

District of Columbia (Central) PUMA, DC has a large population of military personnel who served in Gulf War (2001-), 2.11 times greater than any other conflict.

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COVID-19

Daily New Cases by Date

Showing data at the state level for . Hospitalization data for some states may be delayed or not reported.
Y-Axis

This chart shows the number of COVID-19 daily new cases by date in , as a 7-day rolling average, compared with the four states with the most similar number of confirmed cases.

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Unemployment Insurance Claims

Data is only available at the state level. Showing data for District of Columbia.

This chart shows weekly unemployment insurance claims in (not-seasonally adjusted) compared with the four states with the most similar impact.

The most recent data point uses Advance State Claims data, which can be revised in subsequent weeks.

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Economy

Median household income in District of Columbia (Central) PUMA, DC is $113,887. In 2020, the PUMA with the highest Median Household Income in District of Columbia (Central) PUMA, DC was District of Columbia (West) PUMA, DC with a value of $138,782, followed by District of Columbia (Central) PUMA, DC and District of Columbia (Northeast) PUMA, DC, with respective values of $113,887 and $97,415.

Males in District of Columbia (Central) PUMA, DC have an average income that is 1.15 times higher than the average income of females, which is $100,948. The income inequality in District of Columbia (Central) PUMA, DC (measured using the Gini index) is 0.41, which is lower than than the national average.

The economy of District of Columbia (Central) PUMA, DC employs 111k people. The largest industries in District of Columbia (Central) PUMA, DC are Management, scientific & technical consulting services (9,603 people), National security & international affairs (7,034 people), and Civic, social, advocacy organizations, & grantmaking & giving services (6,745 people), and the highest paying industries are Scenic & sightseeing transportation ($231,777), Legal services ($206,034), and Postal Service ($199,612).

Wages

Median Household Income

$113,887
2020 value
± $3,294
5.76%
1 Year Growth
± 3.44%

Households in District of Columbia (Central) PUMA, DC have a median annual income of $113,887, which is more than the median annual income of $64,994 across the entire United States. This is in comparison to a median income of $107,684 in 2019, which represents a 5.76% annual growth.

The following chart shows how the median household income in District of Columbia (Central) PUMA, DC compares to that of its neighboring and parent geographies.

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Wage by Sex in Common Jobs

$116,508
Average Male Salary in District of Columbia (Central) PUMA, DC
± $11,178
$100,948
Average Female Salary in District of Columbia (Central) PUMA, DC
± $9,142

In 2020, full-time male employees in District of Columbia (Central) PUMA, DC made 1.15 times more than female employees.

This chart shows the sex-based wage disparity in the 5 most common occupations in District of Columbia (Central) PUMA, DC by number of full-time employees.

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Wage by Race and Ethnicity in Common Jobs

Highest Average Salaries by Race & Ethnicity in District of Columbia (Central) PUMA, DC
  1. White
    $108,676 ± $8,435
  2. Two or More Races
    $103,629 ± $41,984
  3. Asian
    $93,389 ± $23,101

In 2020 the highest paid race/ethnicity of District of Columbia (Central) PUMA, DC workers was White. These workers were paid 1.05 times more than Two or More Races workers, who made the second highest salary of any race/ethnicity in District of Columbia (Central) PUMA, DC.

This chart shows the race- and ethnicity-based wage disparities in the 5 most common occupations in District of Columbia (Central) PUMA, DC by number of full-time employees.

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Wage Distribution

0.41
2020 Wage GINI in District of Columbia (Central) PUMA, DC
0.411
2019 Wage GINI in District of Columbia (Central) PUMA, DC

In 2020, the income inequality in District of Columbia (Central) PUMA, DC was 0.41 according to the GINI calculation of the wage distribution. Income inequality had a 0.263% decline from 2019 to 2020, which means that wage distribution grew somewhat more even. The GINI for District of Columbia (Central) PUMA, DC was lower than than the national average of 0.478. In other words, wages are distributed more evenly in District of Columbia (Central) PUMA, DC in comparison to the national average.

This chart shows the number of workers in District of Columbia (Central) PUMA, DC across various wage buckets compared to the national average.

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Income by Location

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Race/Ethnicity

In 2020, the PUMA with the highest Median Household Income (Total) in District of Columbia (Central) PUMA, DC was District of Columbia (West) PUMA, DC with a value of $138,782, followed by District of Columbia (Central) PUMA, DC and District of Columbia (Northeast) PUMA, DC, with respective values of $113,887 and $97,415.

The following map shows all of the PUMAs in District of Columbia (Central) PUMA, DC colored by their Median Household Income (Total).

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Poverty by Age and Sex

Females 25 - 34
Largest Demographic Living in Poverty

11.5% of the population for whom poverty status is determined in District of Columbia (Central) PUMA, DC (17.6k out of 153k people) live below the poverty line, a number that is lower than the national average of 12.8%. The largest demographic living in poverty are Females 25 - 34, followed by Males 18 - 24 and then Males 25 - 34.

The Census Bureau uses a set of money income thresholds that vary by family size and composition to determine who classifies as impoverished. If a family's total income is less than the family's threshold than that family and every individual in it is considered to be living in poverty.

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Poverty by Race and Ethnicity

Largest Race or Ethnicity Living in Poverty
  1. Black
    8,566 ± 880
  2. White
    5,662 ± 751
  3. Asian
    2,130 ± 439

The most common racial or ethnic group living below the poverty line in District of Columbia (Central) PUMA, DC is Black, followed by White and Asian.

The Census Bureau uses a set of money income thresholds that vary by family size and composition to determine who classifies as impoverished. If a family's total income is less than the family's threshold than that family and every individual in it is considered to be living in poverty.

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Occupations

Employment by Occupations

111k
2020 Value
1.82%
1 Year growth
± 1.82%

From 2019 to 2020, employment in District of Columbia (Central) PUMA, DC grew at a rate of 1.82%, from 109k employees to 111k employees.

The most common job groups, by number of people living in District of Columbia (Central) PUMA, DC, are Lawyers, & judges, magistrates, & other judicial workers (8,936 people), Other managers (6,953 people), and Management analysts (5,066 people). This chart illustrates the share breakdown of the primary jobs held by residents of District of Columbia (Central) PUMA, DC.

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Most Common

The most common jobs held by residents of District of Columbia (Central) PUMA, DC, by number of employees, are Lawyers, & judges, magistrates, & other judicial workers (8,936 people), Other managers (6,953 people), and Management analysts (5,066 people).

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Most Specialized

Compared to other PUMAs, District of Columbia (Central) PUMA, DC has an unusually high number of residents working as Economists (77 times higher than expected), Miscellaneous social scientists, including survey researchers & sociologists (24.1 times), and Public relations specialists (20.6 times).

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Highest Paid

The highest paid jobs held by residents of District of Columbia (Central) PUMA, DC, by average salary, are Dentists ($224,201), Lawyers, & judges, magistrates, & other judicial workers ($194,969), and Chief executives & legislators ($192,209).

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Industries

Employment by Industries

111k
2020 Value
1.82%
1 Year growth
± 1.82%

From 2019 to 2020, employment in District of Columbia (Central) PUMA, DC grew at a rate of 1.82%, from 109k employees to 111k employees.

The most common employment sectors for those who live in District of Columbia (Central) PUMA, DC, are Management, scientific & technical consulting services (9,603 people), National security & international affairs (7,034 people), and Civic, social, advocacy organizations, & grantmaking & giving services (6,745 people). This chart shows the share breakdown of the primary industries for residents of District of Columbia (Central) PUMA, DC, though some of these residents may live in District of Columbia (Central) PUMA, DC and work somewhere else. Census data is tagged to a residential address, not a work address.

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Most Common

The most common industries in District of Columbia (Central) PUMA, DC, by number of employees, are Management, scientific & technical consulting services (9,603 people), National security & international affairs (7,034 people), and Civic, social, advocacy organizations, & grantmaking & giving services (6,745 people).

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Most Specialized

Compared to other PUMAs, District of Columbia (Central) PUMA, DC has an unusually high number of Business, professional, political, & similar organizations (18.9 times higher than expected), Other information services, except libraries & archives, & internet publishing & broadcasting & web search portals (13 times), and Civic, social, advocacy organizations, & grantmaking & giving services (11.1 times) industries.

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Highest Paying

The highest paying industries in District of Columbia (Central) PUMA, DC, by average salary, are Scenic & sightseeing transportation ($231,777), Legal services ($206,034), and Postal Service ($199,612).

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Domestic Trade

Domestic Production & Consumption

Domestic production and consumption consists of products and services shipped from District of Columbia to other states, or from other states to District of Columbia.
Top Domestic Production in Dollars
  1. $2.61B
  2. $1.61B
  3. $1.1B

In 2020, the top outbound District of Columbia product (by dollars) was Pharmaceuticals with $2.61B, followed by Electronics ($1.61B) and Basic chemicals ($1.1B).

The following chart shows the share of these products in relation to all outbound products.

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Domestic Trade Growth

Showing data for District of Columbia.
$12.2B
2020 Value in District of Columbia
$24.4B
Projected 2050 Value in District of Columbia
99.7% growth

In 2020, total outbound District of Columbia trade was $12.2B. This is expected to increase 99.7% to $24.4B by 2050.

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Interstate Trade

Interstate trade consists of products and services shipped from District of Columbia to other states, or from other states to District of Columbia.
Most Common Trade Partners
  1. $1.67B
  2. $1.46B
  3. $1.35B

In 2020, the top outbound District of Columbia domestic partner for goods and services (by dollars) was Virginia with $1.67B, followed by Delaware with $1.46B and Maryland and $1.35B.

The following map shows the amount of trade that District of Columbia shares with each state (excluding itself).

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Education

In 2020, universities in District of Columbia (Central) PUMA, DC awarded 15,080 degrees. The student population of District of Columbia (Central) PUMA, DC is skewed towards women, with 17,666 male students and 33,340 female students.

Most students graduating from Universities in District of Columbia (Central) PUMA, DC are White (5,671 and 43.1%), followed by Black or African American (3,911 and 29.7%), Hispanic or Latino (1,203 and 9.13%), and Asian (1,146 and 8.7%).

The largest universities in District of Columbia (Central) PUMA, DC by number of degrees awarded are George Washington University (10,055 and 66.7%), Strayer University-Global Region (2,324 and 15.4%), and Howard University (1,708 and 11.3%).

The most popular majors in District of Columbia (Central) PUMA, DC are General Business Administration & Management (1,344 and 8.91%), International Relations & Affairs (931 and 6.17%), and General Business (763 and 5.06%).

The median tuition cost in District of Columbia (Central) PUMA, DC for private four year colleges is $41,213.

Concentrations

Most Common
  1. 340 degree-majorss awarded
  2. 1,259 degree-majorss awarded
  3. 387 degree-majorss awarded

In 2020, the most common concentation for Masters Degree recipients in District of Columbia (Central) PUMA, DC was Other Public Health with 340 degrees awarded.

This visualization illustrates the percentage of students graduating with a Masters Degree from schools in District of Columbia (Central) PUMA, DC according to their major.

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Universities

Largest Universities by degrees awarded
  1. 10,055 degrees awarded
  2. 2,324 degrees awarded
  3. 1,708 degrees awarded
$41,213
Median Private

In 2020, the District of Columbia (Central) PUMA, DC institution with the largest number of graduating students was George Washington University with 10,055 degrees awarded.

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Student Sex for Common Institutions

5,836
Degrees Awarded to Men
9,244
Degrees Awarded to Women

In 2020, 5,836 men were awarded degrees from institutions in District of Columbia (Central) PUMA, DC, which is 0.631 times less than the 9,244 female students who received degrees in the same year.

This chart displays the sex disparity between the top 5 institutions in District of Columbia (Central) PUMA, DC by degrees awarded.

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Student Race and Ethnicity

Most Common Student Race or Ethnicity
  1. White
    5,671 degrees awarded
  2. Black or African American
    3,911 degrees awarded
  3. Hispanic or Latino
    1,203 degrees awarded

In 2020 the most common race/ethnicity group awarded degrees at institutions in District of Columbia (Central) PUMA, DC was White students. These 5,671 degrees mean that there were 1.45 times more degrees awarded to White students then the next closest race/ethnicity group, Black or African American, with 3,911 degrees awarded.

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Housing & Living

The median property value in District of Columbia (Central) PUMA, DC was $637,200 in 2020, which is 2.77 times larger than the national average of $229,800. Between 2019 and 2020 the median property value increased from $622,500 to $637,200, a 2.36% increase. The homeownership rate in District of Columbia (Central) PUMA, DC is 32.9%, which is lower than the national average of 64.4%. People in District of Columbia (Central) PUMA, DC have an average commute time of 27 minutes, and they used public transit to get to work. Car ownership in District of Columbia (Central) PUMA, DC is lower than the national average, with an average of 1 car per household.

Housing

Property Value

$637,200
2020 Median
± $15,951
$622,500
2019 Median
± $14,280

In 2020, the median property value in District of Columbia (Central) PUMA, DC grew to to $637,200 from the previous year's value of $622,500.

The following charts display, first, the property values in District of Columbia (Central) PUMA, DC compared to it's parent and neighbor geographies and, second, owner-occupied housing units distributed between a series of property value buckets compared to the national averages for each bucket. In District of Columbia (Central) PUMA, DC the largest share of households have a property value in the $500k - $750k range.

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Household Income

Please note that the buckets used in this visualization were not evenly distributed by ACS when publishing the data.
$113,887
Median Household Income
± $3,294
84k
Number of Households
± 2,556

In 2020, the median household income of the 84k households in District of Columbia (Central) PUMA, DC grew to $113,887 from the previous year's value of $107,684.

The following chart displays the households in District of Columbia (Central) PUMA, DC distributed between a series of income buckets compared to the national averages for each bucket. The largest share of households have an income in the $200k+ range.

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Property Taxes

$3k+
Average Range

This chart shows the households in District of Columbia (Central) PUMA, DC distributed between a series of property tax buckets compared to the national averages for each bucket. In District of Columbia (Central) PUMA, DC the largest share of households pay taxes in the $3k+ range.

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Rent vs Own

32.9%
2020 Homeownership
32.9%
2019 Homeownership

In 2020, 32.9% of the housing units in District of Columbia (Central) PUMA, DC were occupied by their owner. This percentage declined from the previous year's rate of 32.9%.

This percentage of owner-occupation is lower than the national average of 64.4%. This chart shows the ownership percentage in District of Columbia (Central) PUMA, DC compared it's parent and neighboring geographies.

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Commute Time

27 minutes
Average Travel Time

Using averages, employees in District of Columbia (Central) PUMA, DC have a longer commute time (27 minutes) than the normal US worker (26.9 minutes). Additionally, 1.1% of the workforce in District of Columbia (Central) PUMA, DC have "super commutes" in excess of 90 minutes.

The chart below shows how the median household income in District of Columbia (Central) PUMA, DC compares to that of it's neighboring and parent geographies.

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Commuter Transportation

Most Common Commute in 2020
  1. Public Transit (29.7%)
  2. Walked (26.4%)
  3. Drove Alone (19.6%)

In 2020, 29.7% of workers in District of Columbia (Central) PUMA, DC used public transit to get to work, followed by those who walked to work (26.4%) and those who drove alone to work (19.6%).

The following chart shows the number of households using each mode of transportation over time, using a logarithmic scale on the y-axis to help better show variations in the smaller means of commuting.

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Transportation

Car Ownership

1 car
Average Number

The following chart displays the households in District of Columbia (Central) PUMA, DC distributed between a series of car ownership buckets compared to the national averages for each bucket. The largest share of households in District of Columbia (Central) PUMA, DC have 1 car, followed by false.

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Health

97.4% of the population of District of Columbia (Central) PUMA, DC has health coverage, with 64.3% on employee plans, 10.9% on Medicaid, 4.99% on Medicare, 16.3% on non-group plans, and 0.86% on military or VA plans.

Per capita personal health care spending in District of Columbia was $11,944 in 2014. This is a 4.17% increase from the previous year ($11,466).

Primary care physicians in District of Columbia see 850 patients per year on average, which represents a 0.118% decrease from the previous year (851 patients). Compare this to dentists who see 813 patients per year, and mental health providers who see 194 patients per year.

Comparing across all counties in the state, District of Columbia has the highest prevalence of diabetes (8.1%). Additionally, District of Columbia has the highest prevalence of adult obesity (24%)

Patient to Clinician Ratios

Data is only available at the state level. Showing data for District of Columbia.
850 to 1
Patient to Primary Care Physician Ratio in District of Columbia

Primary care physicians in District of Columbia see an average of 850 patients per year. This represents a 0.118% decrease from the previous year (851 patients).

The following chart shows how the number of patients seen by primary care physicians has been changing over time in District of Columbia in comparison to its neighboring geographies.

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Behavioral Health Conditions

Data only available at the state level.
State with the Highest Prevalence
  1. 8.26% of the population affected
  2. 8.13% of the population affected
  3. 7.98% of the population affected

In 2016, West Virginia had the highest prevalence of adults with major depressive episode, with 8.26% of the population affected. The second highest is Arkansas (8.13%), followed by New Hampshire (7.98%).

The following map shows the percent of individuals with major depressive episode by state over multiple years.

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Access and Quality

Data only available at state level.
Most prevalent states
  1. 19.2% of adults
  2. 17.9% of adults
  3. 17.6% of adults

In 2016, Mississippi had the highest prevalence of adults who haven't seen a doctor in the past 12 months due to cost, at 19.2%. It is followed by Texas (17.9%) and Louisiana (17.6%).

The following map shows the prevalence of adults who haven't seen a doctor in the past 12 months due to cost by state over multiple years.

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Health Care Spending

Data is only available at the state level. Showing data for District of Columbia.
$11,944
Total Per Capita Spending on Personal Health Care in District of Columbia

Between 2013 and 2014, all personal health care spending per capita in District of Columbia (including private, Medicare, and Medicaid) grew 4.17%, from $11,466 to $11,944.

The following chart shows how this spending changed over time in comparison to Medicaid, Medicare, and private insurance spending, per enrollee.

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Health Care Coverage

2.57%
Uninsured
64.3%
Employer Coverage
10.9%
Medicaid
4.99%
Medicare
16.3%
Non-Group
0.86%
Military or VA

Between 2019 and 2020, the percent of uninsured citizens in District of Columbia (Central) PUMA, DC declined by 2.29% from 2.63% to 2.57%.

The following chart shows how the percent of uninsured individuals in District of Columbia (Central) PUMA, DC changed over time compared with the percent of individuals enrolled in various types of health insurance.

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Health Risks

Data available at the county level.
Most at risk counties
  1. 8.1% prevalence
  2. N/A
    N/A
  3. N/A
    N/A

District of Columbia has the highest prevalence of diabetes in District of Columbia, at 8.1%.

The following map shows the prevalence of diabetes in District of Columbia by county over multiple years.

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