Perry Hall, Middle River & Rosedale PUMA, MD

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Population

112,000

0.0741% decline

Median Age

38.8


Median Household Income

$73,320

4.81% growth

Poverty Rate

7.26%


Number of Employees

57,981

0.402% growth

Median Property Value

$231,200

0.391% growth

About

In 2017, Perry Hall, Middle River & Rosedale PUMA, MD had a population of 112k people with a median age of 38.8 and a median household income of $73,320. Between 2016 and 2017 the population of Perry Hall, Middle River & Rosedale PUMA, MD declined from 112,083 to 112,000, a -0.0741% decrease and its median household income grew from $69,953 to $73,320, a 4.81% increase.

The population of Perry Hall, Middle River & Rosedale PUMA, MD is 61.8% White Alone, 22.2% Black or African American Alone, and 7.47% Asian Alone. 15.3% of the people in Perry Hall, Middle River & Rosedale PUMA, MD speak a non-English language, and 94% are U.S. citizens.

The largest universities in Perry Hall, Middle River & Rosedale PUMA, MD are The Community College of Baltimore County (2,821 degrees awarded in 2016).

The median property value in Perry Hall, Middle River & Rosedale PUMA, MD is $231,200, and the homeownership rate is 69.2%. Most people in Perry Hall, Middle River & Rosedale PUMA, MD commute by Drove Alone, and the average commute time is 29.6 minutes. The average car ownership in Perry Hall, Middle River & Rosedale PUMA, MD is 2 cars per household.

About the photo: Tributaries of the Chester River, from front to back: West Fork (Langford Creek), East Fork, mainstem Chester River, Corsica River.

Economy

The economy of Perry Hall, Middle River & Rosedale PUMA, MD employs 58k people. The largest industries in Perry Hall, Middle River & Rosedale PUMA, MD are Hospitals (5,894 people), Elementary & secondary schools (3,843 people), and Construction (3,761 people), and the highest paying industries are Beer, wine, & liquor stores ($123,193), Offices of physicians ($106,736), and Pharmaceutical & medicine manufacturing ($96,475).

Median household income in Perry Hall, Middle River & Rosedale PUMA, MD is $73,320. Males in Perry Hall, Middle River & Rosedale PUMA, MD have an average income that is 1.14 times higher than the average income of females, which is $55,983. The income inequality in Perry Hall, Middle River & Rosedale PUMA, MD (measured using the Gini index) is 0.401, which is lower than than the national average.

Wages

Median Household Income

$73,320

2017 value

± $1,581

4.81%

1 Year Growth

± 3.35%

Households in Perry Hall, Middle River & Rosedale PUMA, MD have a median annual income of $73,320, which is more than the median annual income of $60,336 across the entire United States. This is in comparison to a median income of $69,953 in 2016, which represents a 4.81% annual growth.

Look at the chart to see how the median household income in Perry Hall, Middle River & Rosedale PUMA, MD compares to that of it's neighboring and parent geographies.

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Wage by Gender in Common Jobs

$63,733

Average Male Salary

± $7,849

$55,983

Average Female Salary

± $7,352

In 2017, full-time male employees in Perry Hall, Middle River & Rosedale PUMA, MD made 1.14 times more than female employees.

This chart shows the gender-based wage disparity in the 5 most common occupations in Perry Hall, Middle River & Rosedale PUMA, MD by number of full-time employees.

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Wage by Race and Ethnicity in Common Jobs

Highest Average Salaries by Race & Ethnicity

  1. Asian

    $61,363 ± $23,237

  2. White

    $54,827 ± $6,082

  3. Black

    $46,786 ± $8,562

In 2017 the highest paid race/ethnicity of Perry Hall, Middle River & Rosedale PUMA, MD workers was Asian. These workers were paid 1.12 times more than White workers, who made the second highest salary of any race/ethnicity.

This chart shows the race- and ethnicity-based wage disparities in the 5 most common occupations in Perry Hall, Middle River & Rosedale PUMA, MD by number of full-time employees.

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Wage Distribution

0.401

2017 Wage GINI

0.401

2016 Wage GINI

In 2017, the income inequality in Perry Hall, Middle River & Rosedale PUMA, MD was 0.401 according to the GINI calculation of the wage distribution. Income inequality had a 0.0937% growth from 2016 to 2017, which means that wage distribution grew somewhat less even.

The 2017 the GINI for Perry Hall, Middle River & Rosedale PUMA, MD was lower than than the national average of 0.479. In other words, wages are distributed more evenly in Perry Hall, Middle River & Rosedale PUMA, MD in comparison to the national average.

This chart shows the number of workers in Perry Hall, Middle River & Rosedale PUMA, MD across various wage buckets compared to the national average.

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Income by Location

Use the dropdown to filter by race/ethnicity.

In 2017, the PUMA with the highest Median Household Income (Total) in Perry Hall, Middle River & Rosedale PUMA, MD was Bethesda, Potomac & North Bethesda PUMA, MD with a value of $150,807, followed by Olney, Damascus, Clarksburg & Darnestown PUMA, MD and Columbia (West) & Ellicott City (Northwest) PUMA, MD, with respective values of $133,294 and $132,085.

The following map shows all of the PUMAs in Perry Hall, Middle River & Rosedale PUMA, MD colored by their Median Household Income (Total).

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Poverty by Age and Gender

Females 25 - 34

Largest Demographic Living in Poverty

7.26% of the population for whom poverty status is determined in Perry Hall, Middle River & Rosedale PUMA, MD (8.09k out of 111k people) live below the poverty line, a number that is lower than the national average of 13.4%. The largest demographic living in poverty are Females 25 - 34, followed by Females 75+ and then Females 45 - 54.

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. White

    4,568 ± 478

  2. Black

    2,125 ± 383

  3. Hispanic

    860 ± 297

The most common racial or ethnic group living below the poverty line in Perry Hall, Middle River & Rosedale PUMA, MD is White, followed by Black and Hispanic.

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

58k

2017 Value

0.402%

1 Year growth

± 0.402%

From 2016 to 2017, employment in Perry Hall, Middle River & Rosedale PUMA, MD grew at a rate of 0.402%, from 57.7k employees to 58k employees.

The most common job groups, by number of people living in Perry Hall, Middle River & Rosedale PUMA, MD, are Registered nurses (2,553 people), Secretaries & administrative assistants (1,658 people), and Miscellaneous managers (1,648 people). This chart illustrates the share breakdown of the primary jobs held by residents of Perry Hall, Middle River & Rosedale PUMA, MD.

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Most Common

The most common jobs held by residents of Perry Hall, Middle River & Rosedale PUMA, MD, by number of employees, are Registered nurses (2,553 people), Secretaries & administrative assistants (1,658 people), and Miscellaneous managers (1,648 people).

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Most Specialized

Compared to other pumas, Perry Hall, Middle River & Rosedale PUMA, MD has an unusually high number of residents working as Detectives & criminal investigators (3.56 times higher than expected), Computer operators (3.54 times), and Physical therapist assistants & aides (3.3 times).

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Highest Paid

The highest paid jobs held by residents of Perry Hall, Middle River & Rosedale PUMA, MD, by average salary, are Physicians & surgeons ($183,546), Chief executives & legislators ($164,448), and Miscellaneous engineers, including nuclear engineers ($132,906).

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Industries

Employment by Industries

58k

2017 Value

0.402%

1 Year growth

± 0.402%

From 2016 to 2017, employment in Perry Hall, Middle River & Rosedale PUMA, MD grew at a rate of 0.402%, from 57.7k employees to 58k employees.

The most common employment sectors for those who live in Perry Hall, Middle River & Rosedale PUMA, MD, are Hospitals (5,894 people), Elementary & secondary schools (3,843 people), and Construction (3,761 people). This chart shows the share breakdown of the primary industries for residents of Perry Hall, Middle River & Rosedale PUMA, MD, though some of these residents may live in Perry Hall, Middle River & Rosedale PUMA, MD 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 Perry Hall, Middle River & Rosedale PUMA, MD, by number of employees, are Hospitals (5,894 people), Elementary & secondary schools (3,843 people), and Construction (3,761 people).

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Most Specialized

Compared to other pumas, Perry Hall, Middle River & Rosedale PUMA, MD has an unusually high number of Beer, wine, & liquor stores (4.19 times higher than expected), Metalworking machinery manufacturing (3.22 times), and Electronic shopping (2.97 times) industries.

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Highest Paying

The highest paying industries in Perry Hall, Middle River & Rosedale PUMA, MD, by average salary, are Beer, wine, & liquor stores ($123,193), Offices of physicians ($106,736), and Pharmaceutical & medicine manufacturing ($96,475).

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Domestic Trade

Domestic Production & Consumption

Domestic production and consumption consists of products and services shipped from Maryland to other states, or from other states to Maryland.

Top Domestic Production in Dollars

  1. $24.1B

  2. $17.7B

  3. $14.2B

In 2015, the top outbound Maryland product (by dollars) was Textiles/leather with $24.1B, followed by Mixed freight ($17.7B) and Electronics ($14.2B).

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

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Domestic Trade Growth

Showing data for Maryland state.

$180B

2015 Value

$243B

Projected 2045 Value

35.1% growth

In 2015, total outbound Maryland trade was $180B. This is expected to increase 35.1% to $243B by 2045.

The following chart shows how the domestic outbound Maryland trade is projected to change in comparison to its neighboring states.

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Interstate Trade

Interstate trade consists of products and services shipped from Maryland to other states, or from other states to Maryland.

Most Common Trade Partners

  1. $24B

  2. $18.2B

  3. $6.71B

In 2015, the top outbound Maryland domestic partner for goods and services (by dollars) was Virginia with $24B, followed by Pennsylvania with $18.2B and New York and $6.71B.

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

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Health

92.3% of the population of Perry Hall, Middle River & Rosedale PUMA, MD has health coverage, with 58% on employee plans, 12.2% on Medicaid, 10.4% on Medicare, 10.8% on non-group plans, and 0.735% on military or VA plans.

Per capita personal health care spending in the puma of Perry Hall, Middle River & Rosedale PUMA, MD was $8,602 in 2014. This is a 4.27% increase from the previous year ($8,250).

Primary care physicians in Perry Hall, Middle River & Rosedale PUMA, MD see 1137 patients per year on average, which represents a 0.977% increase from the previous year (1126 patients). Compare this to dentists who see 1321 patients per year, and mental health providers who see 463 patients per year.

Comparing across all counties in the state, Dorchester County has the highest prevalence of diabetes (15.8%). Additionally, Somerset County has the highest prevalence of adult obesity (44.7%)

Patient to Clinician Ratios

Data is only available at the state level. Showing data for Maryland.

1,137 to 1

Patient to Primary Care Physician Ratio

Primary care physicians in Maryland see an average of 1,137 patients per year. This represents a 0.977% increase from the previous year (1,126 patients).

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

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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 Maryland.

$8,602

Total Per Capita Spending on Personal Health Care 

$4,343

Per Enrollee Private Health Insurance Spending on Personal Health Care

$7,677

Per Enrollee Medicaid Spending on Personal Health Care

$12,000

Per Enrollee Medicare Spending on Personal Health Care

Between 2013 and 2014, all personal health care spending per capita in Maryland (including private, Medicare, and Medicaid) grew 4.27%, from $8,250 to $8,602.

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

7.72%

Uninsured

58%

Employer Coverage

12.2%

Medicaid

10.4%

Medicare

10.8%

Non-Group

0.735%

Military or VA

Between N/A and 2016, the percent of uninsured citizens in Perry Hall, Middle River & Rosedale PUMA, MD stayed by NaNk% from N/A% to 7.72%.

The following chart shows how the percent of uninsured individuals in Perry Hall, Middle River & Rosedale PUMA, MD 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. 15.8% prevalence

  2. 13.7% prevalence

  3. 13.4% prevalence

Dorchester County has the highest prevalence of diabetes in Maryland, at 15.8%.

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

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Diversity

Perry Hall, Middle River & Rosedale PUMA, MD is home to a population of 112k people, from which 94% are citizens. As of 2017, N/A% of Perry Hall, Middle River & Rosedale PUMA, MD residents were born outside of the country (N/A people).

The ethnic composition of the population of Perry Hall, Middle River & Rosedale PUMA, MD is composed of 69.2k White Alone residents (61.8%), 24.9k Black or African American Alone residents (22.2%), 8.37k Asian Alone residents (7.47%), 6.77k Hispanic or Latino residents (6.04%), 2.44k Two or More Races residents (2.18%), 213 American Indian & Alaska Native Alone residents (0.19%), 168 Some Other Race Alone residents (0.15%), and 21 Native Hawaiian & Other Pacific Islander Alone residents (0.0187%).

The most common foreign languages spoken in Perry Hall, Middle River & Rosedale PUMA, MD are Spanish (4,369 speakers), Tagalog (Incl. Filipino) (1,835 speakers), and Arabic (1,159 speakers).

Age

Age by Nativity

38

Median Native-Born Age

± 0.9

42

Median Foreign-Born Age

± 1.6

In 2017, the median age of all people in Perry Hall, Middle River & Rosedale PUMA, MD was 38.8. Native-born citizens, with a median age of 38, were generally younger than than foreign-born citizens, with a median age of 42. But people in Perry Hall, Middle River & Rosedale PUMA, MD are getting getting older. In 2016, the average age of all Perry Hall, Middle River & Rosedale PUMA, MD residents was 38.

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Heritage

Foreign-Born Population

N/A%

2017 Foreign-Born Population

N/A people

12.7%

2016 Foreign-Born Population

14.3k people

As of 2017, N/A% of Perry Hall, Middle River & Rosedale PUMA, MD residents (N/A people) were born outside of the United States, which is approximately the same as the national average of 13.7%. In 2016, the percentage of foreign-born citizens in Perry Hall, Middle River & Rosedale PUMA, MD was 12.7%, meaning that the rate has been maintaining.

The following chart shows the percentage of foreign-born residents in Perry Hall, Middle River & Rosedale PUMA, MD compared to that of it's neighboring and parent geographies.

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Global Diversity

Most Common Origin

  1. Philippines

    1,755 ± 1,020 people

  2. India

    1,307 ± 882 people

  3. Honduras

    1,119 ± 817 people

In 2017, the most common birthplace for the foreign-born residents of Perry Hall, Middle River & Rosedale PUMA, MD was Philippines, the natal country of 1,755 Perry Hall, Middle River & Rosedale PUMA, MD residents, followed by India with 1,307 and Honduras with 1,119.

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Citizenship

94%

2017 Citizenship

94.1%

2016 Citizenship

As of 2017, 94% of Perry Hall, Middle River & Rosedale PUMA, MD residents were US citizens, which is higher than the national average of 93.1%. In 2016, the percentage of US citizens in Perry Hall, Middle River & Rosedale PUMA, MD was 94.1%, meaning that the rate of citizenship has been decreasing.

The following chart shows US citizenship percentages in Perry Hall, Middle River & Rosedale PUMA, MD compared to that of it's neighboring and parent geographies.

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Race and Ethnicity

Most Common

  1. White Alone

    69.2k ± 1.46k

  2. Black or African American Alone

    24.9k ± 1.56k

  3. Asian Alone

    8.37k ± 829

In 2017, there were 2.78 times more White Alone residents (69.2k people) in Perry Hall, Middle River & Rosedale PUMA, MD than any other race or ethnicity. There were 24.9k Black or African American Alone and 8.37k Asian Alone residents, the second and third most common racial or ethnic groups.

The following bar chart shows the 8 races and ethnicities represented in Perry Hall, Middle River & Rosedale PUMA, MD as a share of the total population.

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Non-English Speakers

Most Common Languages

  1. Spanish

    4,369 speakers (4.19%)

  2. Tagalog (Incl. Filipino)

    1,835 speakers (1.76%)

  3. Arabic

    1,159 speakers (1.11%)

15.3% of Perry Hall, Middle River & Rosedale PUMA, MD citizens are speakers of a non-English language, which is lower than the national average of 21.8%. In 2017, the most common non-English language spoken in Perry Hall, Middle River & Rosedale PUMA, MD was Spanish. 4.19% of the overall population of Perry Hall, Middle River & Rosedale PUMA, MD are native Spanish speakers. 1.76% speak Tagalog (Incl. Filipino) and 1.11% speak Spanish, the next two most common languages.

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Military

Veterans

Most Common Service Period

  1. Vietnam

    2,194 ± 274

  2. Gulf War (2001-)

    1,100 ± 248

  3. Korea

    786 ± 161

Perry Hall, Middle River & Rosedale PUMA, MD has a large population of military personnel who served in Vietnam, 1.99 times greater than any other conflict.

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Education

In 2016, universities in Perry Hall, Middle River & Rosedale PUMA, MD awarded 2,821 degrees. The student population of Perry Hall, Middle River & Rosedale PUMA, MD is skewed towards women, with 8,347 male students and 12,846 female students.

Most students graduating from Universities in Perry Hall, Middle River & Rosedale PUMA, MD are White (1,615 and 59.3%), followed by Black or African American (754 and 27.7%), Asian (153 and 5.61%), and Hispanic or Latino (94 and 3.45%).

The largest universities in Perry Hall, Middle River & Rosedale PUMA, MD by number of degrees awarded are The Community College of Baltimore County (2,821 and 100%).

The most popular majors in Perry Hall, Middle River & Rosedale PUMA, MD are Other Liberal Arts & Sciences, General Studies, & Humanities (801 and 28.4%), Registered Nursing (235 and 8.33%), and Criminal Justice - Police Science (197 and 6.98%).

The median tuition costs in Perry Hall, Middle River & Rosedale PUMA, MD are $N/A for private four year colleges, and $N/A and $N/A respectively, for public four year colleges for in-state students and out-of-state students.

Concentrations

Most Common

  1. 799 degrees awarded

  2. 235 degrees awarded

  3. 126 degrees awarded

In 2015, the most common concentation for Associates Degree recipients in Perry Hall, Middle River & Rosedale PUMA, MD was Other Liberal Arts & Sciences, General Studies, & Humanities with 799 degrees awarded.

This visualization illustrates the percentage of students graduating with a Associates Degree from schools in Perry Hall, Middle River & Rosedale PUMA, MD according to their major.

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Universities

Largest Universities by degrees awarded

2,821 degrees awarded

$N/A

Median In-State Public

$N/A

Median Private

In 2016, the Perry Hall, Middle River & Rosedale PUMA, MD institution with the largest number of graduating students was The Community College of Baltimore County with 2,821 degrees awarded.

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Student Gender for Common Institutions

1,189

Degrees Awarded to Men

1,632

Degrees Awarded to Women

In 2016, 1,189 men were awarded degrees from institutions in Perry Hall, Middle River & Rosedale PUMA, MD, which is 0.729 times less than the 1,632 female students who received degrees in the same year.

This chart displays the gender disparity between the institutions in Perry Hall, Middle River & Rosedale PUMA, MD by degrees awarded.

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Student Race and Ethnicity

Most Common Student Race or Ethnicity

  1. White

    1,615 degrees awarded

  2. Black or African American

    754 degrees awarded

  3. Asian

    153 degrees awarded

In 2016 the majority of degrees awarded at institutions in Perry Hall, Middle River & Rosedale PUMA, MD were to White students. These 1,615 degrees mean that there were 2.14 times more White students then the next closest race/ethnicity group, Black or African American, with 754 degrees awarded.

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Housing & Living

The median property value in Perry Hall, Middle River & Rosedale PUMA, MD was $231,200 in 2017, which is 1.06 times larger than the national average of $217,600. Between 2016 and 2017 the median property value increased from $230,300 to $231,200, a 0.391% increase. The homeownership rate in Perry Hall, Middle River & Rosedale PUMA, MD is 69.2%, which is higher than the national average of 63.9%. People in Perry Hall, Middle River & Rosedale PUMA, MD have an average commute time of 29.6 minutes, and they commute by Drove Alone. Car ownership in Perry Hall, Middle River & Rosedale PUMA, MD is approximately the same as the national average, with an average of 2 cars per household.

Income

Household Income

Please note that the buckets used in this visualization were not evenly distributed by ACS when publishing the data.

$73,320

Median Household Income

± $1,581

42.3k

Number of Households

± 1,322

In 2017, the median household income of the 42.3k households in Perry Hall, Middle River & Rosedale PUMA, MD grew to $73,320 from the previous year's value of $69,953.

The following chart displays the households in Perry Hall, Middle River & Rosedale PUMA, MD 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 $75k - $100k range.

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Housing

Property Value

$231,200

2017 Median

± $2,858

$230,300

2016 Median

± $2,854

In 2017, the median property value in Perry Hall, Middle River & Rosedale PUMA, MD grew to to $231,200 from the previous year's value of $230,300.

The following charts display, first, the property values in Perry Hall, Middle River & Rosedale PUMA, MD 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 Perry Hall, Middle River & Rosedale PUMA, MD the largest share of households have a property value in the $200k - $250k range.

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Property Taxes

$3k+

Average Range

This chart shows the households in Perry Hall, Middle River & Rosedale PUMA, MD distributed between a series of property tax buckets compared to the national averages for each bucket. In Perry Hall, Middle River & Rosedale PUMA, MD the largest share of households pay taxes in the $3k+ range.

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Rent vs Own

69.2%

2017 Homeownership

69.8%

2016 Homeownership

In 2017, 69.2% of the housing units in Perry Hall, Middle River & Rosedale PUMA, MD were occupied by their owner. This percentage declined from the previous year's rate of 69.8%.

This percentage of owner-occupation is higher than the national average of 63.9%. This chart shows the ownership percentage in Perry Hall, Middle River & Rosedale PUMA, MD compared it's parent and neighboring geographies.

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Transportation

Car Ownership

2 cars

Average Number

The following chart displays the households in Perry Hall, Middle River & Rosedale PUMA, MD distributed between a series of car ownership buckets compared to the national averages for each bucket. The largest share of households in Perry Hall, Middle River & Rosedale PUMA, MD have 2 cars, followed by 1 car.

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Commute Time

29.6 minutes

Average Travel Time

Using averages, employees in Perry Hall, Middle River & Rosedale PUMA, MD have a longer commute time (29.6 minutes) than the normal US worker (25.1 minutes). Additionally, 3.18% of the workforce in Perry Hall, Middle River & Rosedale PUMA, MD have "super commutes" in excess of 90 minutes.

The chart below shows how the median household income in Perry Hall, Middle River & Rosedale PUMA, MD compares to that of it's neighboring and parent geographies.

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Commuter Transportation

Most Common Method of Travel

  1. Drove Alone

    82.9%

  2. Carpooled

    8.87%

  3. Worked At Home

    2.91%

In 2017, the most common method of travel for workers in Perry Hall, Middle River & Rosedale PUMA, MD was Drove Alone (82.9%), followed by those who Carpooled (8.87%) and those who Worked At Home (2.91%).

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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