About this dataset

Context

The dataset presents the median household income across different racial categories in Arab. It portrays the median household income of the head of household across racial categories (excluding ethnicity) as identified by the Census Bureau. The dataset can be utilized to gain insights into economic disparities and trends and explore the variations in median houshold income for diverse racial categories.

Key observations

Based on our analysis of the distribution of Arab population by race & ethnicity, the population is predominantly White. This particular racial category constitutes the majority, accounting for 91.99% of the total residents in Arab. Notably, the median household income for White households is $53,918. Interestingly, despite the White population being the most populous, it is worth noting that Black or African American households actually reports the highest median household income, with a median income of $227,465. This reveals that, while Whites may be the most numerous in Arab, Black or African American households experience greater economic prosperity in terms of median household income.

https://i.neilsberg.com/ch/arab-al-median-household-income-by-race.jpeg" alt="Arab median household income diversity across racial categories">

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2017-2021 5-Year Estimates.

Racial categories include:

• White
• Black or African American
• American Indian and Alaska Native
• Asian
• Native Hawaiian and Other Pacific Islander
• Some other race
• Two or more races (multiracial)

Variables / Data Columns

• Race of the head of household: This column presents the self-identified race of the household head, encompassing all relevant racial categories (excluding ethnicity) applicable in Arab.
• Median household income: Median household income, adjusting for inflation, presented in 2022-inflation-adjusted dollars

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Recommended for further research

This dataset is a part of the main dataset for Arab median household income by race. You can refer the same here

About this dataset

Context

The dataset tabulates the Non-Hispanic population of Arab by race. It includes the distribution of the Non-Hispanic population of Arab across various race categories as identified by the Census Bureau. The dataset can be utilized to understand the Non-Hispanic population distribution of Arab across relevant racial categories.

Key observations

Of the Non-Hispanic population in Arab, the largest racial group is White alone with a population of 7,556 (94.44% of the total Non-Hispanic population).

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Racial categories include:

• White
• Black or African American
• American Indian and Alaska Native
• Asian
• Native Hawaiian and Other Pacific Islander
• Some other race
• Two or more races (multiracial)

Variables / Data Columns

• Race: This column displays the racial categories (for Non-Hispanic) for the Arab
• Population: The population of the racial category (for Non-Hispanic) in the Arab is shown in this column.
• % of Total Population: This column displays the percentage distribution of each race as a proportion of Arab total Non-Hispanic population. Please note that the sum of all percentages may not equal one due to rounding of values.

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Recommended for further research

This dataset is a part of the main dataset for Arab Population by Race & Ethnicity. You can refer the same here

Data quality:Hamilton, City (C)Total non-response (TNR) rate, short-form census questionnaire: 2.5%Total non-response (TNR) rate, long-form census questionnaire: 3.5%Notes: 117 'Visible minority' refers to whether a person is a visible minority or not as defined by the Employment Equity Act. The Employment Equity Act defines visible minorities as "persons other than Aboriginal peoples who are non-Caucasian in race or non-white in colour." The visible minority population consists mainly of the following groups: South Asian Chinese Black Filipino Arab Latin American Southeast Asian West Asian Korean and Japanese.In 2021 Census analytical and communications products the term "visible minority" has been replaced by the terms "racialized population" or "racialized groups" reflecting the increased use of these terms in the public sphere. For more information on visible minority and population group variables including information on their classifications the questions from which they are derived data quality and their comparability with other sources of data please refer to the Visible Minority and Population Group Reference Guide Census of Population 2021. 118 In 2021 Census analytical and communications products the term "visible minority" has been replaced by the terms "racialized population" or "racialized groups" reflecting the increased use of these terms in the public sphere. 119 The abbreviation "n.i.e." means "not included elsewhere." This category includes persons who provided responses that are classified as a visible minority but that cannot be classified with a specific visible minority group. Such responses include for example "Guyanese " "Pacific Islander " "Polynesian " "Tibetan" and "West Indian." 120 In 2021 Census analytical and communications products this category is referred to as "the rest of the population." 121 'Ethnic or cultural origin' refers to the ethnic or cultural origins of the person's ancestors. Ancestors may have Indigenous origins origins that refer to different countries or other origins that may not refer to different countries.The sum of the ethnic or cultural origins in this table is greater than the total population estimate because a person may report more than one ethnic or cultural origin in the census. The ethnic groups selected are the most frequently reported at the Canada level. For more information on ethnic or cultural origin variables including information on their classifications the questions from which they are derived data quality and their comparability with other sources of data please refer to the Ethnic or Cultural Origin Reference Guide Census of Population 2021. 122 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating French origins not otherwise specified (e.g. "French"). 123 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating British Isles origins not otherwise specified (e.g. "British " "United Kingdom"). 124 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Caucasian (White) origins not otherwise specified (e.g. "Caucasian"). 125 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating First Nations (North American Indian) origins not otherwise specified (e.g. "First Nations " "North American Indian"). 126 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating European origins not otherwise specified (e.g. "European"). 127 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating African origins not otherwise specified (e.g. "African"). 128 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Arab origins not otherwise specified (e.g. "Arab"). 129 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Asian origins not otherwise specified (e.g. "Asian"). 130 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Cree origins not otherwise specified (e.g. "Cree"). 131 The abbreviation "n.i.e." means "not included elsewhere." This category includes responses indicating Christian origins not included elsewhere (e.g. "Christian " "Baptist " "Catholic"). 132 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating North American Indigenous origins not otherwise specified (e.g. "Aboriginal " "Indigenous"). 133 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating South Asian origins not otherwise specified (e.g. "South Asian"). 134 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Mi'kmaq origins not otherwise specified (e.g. "Mi'kmaq"). 135 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Northern European origins not otherwise specified (e.g. "Northern European " "Scandinavian"). 136 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Latin Central or South American origins not otherwise specified (e.g. "Latin American " "South American"). 137 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Black origins not otherwise specified (e.g. "Black"). 138 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Inuit origins not otherwise specified (e.g. "Inuit"). 139 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Eastern European origins not otherwise specified (e.g. "Eastern European"). 140 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating East or Southeast Asian origins not otherwise specified (e.g. "East Asian " "Southeast Asian"). 141 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating West or Central Asian or Middle Eastern origins not otherwise specified (e.g. "Central Asian " "Middle Eastern " "West Asian"). 142 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Caribbean origins not otherwise specified (e.g. "Caribbean"). 143 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating West Indian origins not otherwise specified (e.g. "West Indian"). 144 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Hispanic origins not otherwise specified (e.g. "Hispanic"). 145 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Western European origins not otherwise specified (e.g. "Western European"). 146 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Czechoslovakian origins not otherwise specified (e.g. "Czechoslovakian"). 147 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Yugoslavian origins not otherwise specified (e.g. "Yugoslavian"). 148 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Slavic origins not otherwise specified (e.g. "Slavic"). 149 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Innu origins not otherwise specified (e.g. "Innu " "Montagnais"). 150 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Celtic origins not otherwise specified (e.g. "Celtic"). 151 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating North American origins not otherwise specified (e.g. "North American"). 152 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Dene origins not otherwise specified (e.g. "Dene"). 153 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Blackfoot origins not otherwise specified (e.g. "Blackfoot"). 154 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Iroquoian (Haudenosaunee) origins not otherwise specified (e.g. "Iroquois " "Haudenosaunee"). 155 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating North African origins not otherwise specified (e.g. "North African"). 156 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Southern or East African origins not otherwise specified (e.g. "East African"). 157 The abbreviation "n.o.s." means "not otherwise specified.' This category includes responses indicating Anishinaabe origins not otherwise specified (e.g. "Anishinaabe"). 158 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Bantu origins not otherwise specified (e.g. "Bantu"). 159 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Akan origins not otherwise specified (e.g. "Akan"). 160 The abbreviation "n.o.s." means "not otherwise specified." This category includes responses indicating Central or West African origins not otherwise specified (e.g. "Central African " "West African"). 161 'Religion' refers to the person's self-identification as having a connection or affiliation with any religious denomination group body or other religiously defined community or system of belief. Religion is not limited to formal membership in a

According to the 2021 Census, 81.7% of the population of England and Wales was white, 9.3% Asian, 4.0% black, 2.9% mixed and 2.1% from other ethnic groups.

From 1966 to January 2024, ** percent of mass public shooters who carried out the shooting at K-12 schools in the United States identified as White, followed by ** percent who were Native American and * percent who were Latinx. For mass public shootings occurring at colleges and universities, the shooter was most likely to identify as Asian, at ** percent, followed by ** percent who were White. In addition, Black and Middle Eastern shooters each made up ** percent. The source defines a mass public shooting as a multiple homicide incident in which 4 or more victims are murdered with firearms—not including the offender(s)—within one event, and at least some of the murders occurred in a public location or locations in close geographical proximity (e.g., a workplace, school, restaurant, or other public settings), and the murders are not attributable to any other underlying criminal activity or commonplace circumstance (armed robbery, criminal competition, insurance fraud, argument, or romantic triangle). Mass shootings attributable to gangs, as well as most domestic homicides, are therefore excluded from this definition.

This dataset contains data included in the San Diego County Regional Equity Indicators Report led by the Office of Equity and Racial Justice (OERJ). The full report can be found here: https://data.sandiegocounty.gov/stories/s/7its-kgpt.

Geographic data used to create maps in the report can be found here: https://data.sandiegocounty.gov/dataset/Equity-Report-Data-Geography/p6uw-qxpv

Filter by the Indicator column to select data for a particular indicator.

User notes: 10/9/25 - for the report year 2025, data for the following indicators were uploaded with changes relative to report year 2023: Crime Rate: As of January 1, 2021, the FBI replaced the Summary Reporting System (SRS) with the National Incident Based Reporting System (NIBRS), which expands how crimes were recorded and classified. This report uses California’s version of NIBRS, the California Incident Based Reporting System (CIBRS), obtained from the SANDAG Open Data Portal. Crime rates are not disaggregated by jurisdiction, as in the previous Equity Indicator Report. Internet access: The age group variable was incorporated to account for notable disparities in internet access by age. Police Stops and Searches: refined methods. Agency data was aggregated to San Diego County because data was available for all agencies; previously data was available for three agencies. Analysis of RIPA data was updated to exclude stops where the stop was made in response to a call for service, combine transgender women and transgender men into a transgender category, and limit to contraband found during search. Used term “discovery rate” instead of “hit rate.” Removed comparison to traffic collision data and instead compared to population estimates from the American Community Survey. Jail Incarceration: new data sources. The numerator data for the average daily population data in jail was obtained from the San Diego County Sheriff's Office. Population data to calculate the rates was obtained from the San Diego Association of Governments (SANDAG). The terms for conviction status were corrected to "locally sentenced" and "unsentenced" for sentencing status. For jail population data, East African was reclassified as Black and Middle Eastern as White to allow for calculation of rates using SANDAG population estimates.

8/1/25 - for the report year 2025, the following change were made: Business Ownership: the minority and nonminority labels were switched for the population estimates and some of the race/ethnicity data for nonemployer businesses were corrected. Homelessness: added asterisks to category name for unincorporated regions to allow for a footnote in the figure in the story page.

7/11/25 - for the report year 2025, the following changes were made: Beach Water Quality: the number of days with advisories was corrected for Imperial Beach municipal beach, San Diego Bay, and Ocean Beach.

5/22/25 - for the report year 2023, the following changes were made: Youth poverty/Poverty: IPUMS identified an error in the POVERTY variable for multi-year ACS samples. In July 2024, they released a revised version of all multi-year ACS samples to IPUMS USA, which included corrected POVERTY values. The corrected POVERTY values were downloaded, and the analysis was rerun for this indicator using the 2021 ACS 5-year Estimates. Youth Poverty: data source label corrected to be 2021 for all years. Employment, Homeownership, and Cost-Burdened Households - Notes were made consistent for rows where category = Race/Ethnicity.

5/9/25 - Excluding data for the crime section indicators, data were appended on May 9, 2025 and the report will be updated to reflect the new data in August 2025. The following changes in methods were made: For indicators based on American Community Survey (ACS) data, the foreign-born category name was changed to Nativity Status. Internet access: Group quarters is a category included in the survey sample, but it is not part of the universe for the analysis. For the 2025 Equity Report year, respondents in group quarters were excluded from the analysis, whereas for the 2023 Equity Report year, these respondents were included. Adverse childhood experiences - new data source.

Prepared by: Office of Evaluation, Performance, and Analytics and the Office of Equity and Racial Justice, County of San Diego, in collaboration with the San Diego Regional Policy & Innovation Center (https://www.sdrpic.org).

The 2006 Census estimated 5.1 million individuals who belonged to a visible minority. The Employment Equity Act defines visible minorities as 'persons, other than Aboriginal peoples, who are non-Caucasian in race or non-white in colour’. The visible minority population has grown steadily over the last 25 years. In 1981, when data for the four Employment Equity designated groups were first derived, the estimated 1.1 million visible minorities represented 4.7% of Canada's total population. In 1991, 2.5 million people were members of the visible minority population, 9.4% of the total population. The visible minority population further increased to 3.2 million in 1996, or 11.2% of the total population. By 2001, their numbers had reached an estimated 3.9 million or 13.4% of the total population. In 2006, the visible minorities accounted for 16.2% of Canada’s total population. This map shows the percentage of visible minorities (Arab population) by census subdivisions.

About this dataset

Context

The dataset tabulates the population of Arab by race. It includes the population of Arab across racial categories (excluding ethnicity) as identified by the Census Bureau. The dataset can be utilized to understand the population distribution of Arab across relevant racial categories.

Key observations

The percent distribution of Arab population by race (across all racial categories recognized by the U.S. Census Bureau): 91.46% are white, 0.92% are Black or African American, 0.23% are American Indian and Alaska Native, 1.77% are Asian, 1.91% are some other race and 3.71% are multiracial.

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2018-2022 5-Year Estimates.

Racial categories include:

• White
• Black or African American
• American Indian and Alaska Native
• Asian
• Native Hawaiian and Other Pacific Islander
• Some other race
• Two or more races (multiracial)

Variables / Data Columns

• Race: This column displays the racial categories (excluding ethnicity) for the Arab
• Population: The population of the racial category (excluding ethnicity) in the Arab is shown in this column.
• % of Total Population: This column displays the percentage distribution of each race as a proportion of Arab total population. Please note that the sum of all percentages may not equal one due to rounding of values.

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Recommended for further research

This dataset is a part of the main dataset for Arab Population by Race & Ethnicity. You can refer the same here

This dataset represents ethnic group (19 tick-box level) by highest level qualification, for England and Wales combined. The data are also broken down by age and by sex.

The ethnic group that the person completing the census feels they belong to. This could be based on their culture, family background, identity, or physical appearance. Respondents could choose one out of 19 tick-box response categories, including write-in response options.

Total counts for some population groups may not match between published tables. This is to protect the confidentiality of individuals' data. Population counts have been rounded to the nearest 5 and any counts below 10 are suppressed, this is signified by a 'c' in the data tables.

"Asian Welsh" and "Black Welsh" ethnic groups were included on the census questionnaire in Wales only, these categories were new for 2021.

This dataset provides Census 2021 estimates that classify usual residents in England and Wales by ethnic group. The estimates are as at Census Day, 21 March 2021. This dataset shows population counts for usual residents aged 16+ Some people aged 16 years old will not have completed key stage 4 yet on census day, and so did not have the opportunity to record any qualifications on the census.

These estimates are not comparable to Department of Education figures on highest level of attainment because they include qualifications obtained outside England and Wales.

For quality information in general, please read more from here.

Ethnic Group (19 tick-box level)

These are the 19 ethnic group used in this dataset:

• Asian, Asian British or Asian Welsh
  • Bangladeshi
  • Chinese
  • Indian
  • Pakistani
  • Other Asian
• Black, Black British, Black Welsh, Caribbean or African
  • African
  • Caribbean
  • Other Black
• Mixed or Multiple ethnic groups
  • White and Asian
  • White and Black African
  • White and Black Caribbean
  • Other Mixed or Multiple ethnic groups
• White
  • English, Welsh, Scottish, Northern Irish or British
  • Gypsy or Irish Traveller
  • Irish
  • Roma
  • Other White
• Other ethnic group
  • Arab
  • Any other ethnic group

No qualifications

No qualifications

Level 1

Level 1 and entry level qualifications: 1 to 4 GCSEs grade A* to C , Any GCSEs at other grades, O levels or CSEs (any grades), 1 AS level, NVQ level 1, Foundation GNVQ, Basic or Essential Skills

Level 2

5 or more GCSEs (A* to C or 9 to 4), O levels (passes), CSEs (grade 1), School Certification, 1 A level, 2 to 3 AS levels, VCEs, Intermediate or Higher Diploma, Welsh Baccalaureate Intermediate Diploma, NVQ level 2, Intermediate GNVQ, City and Guilds Craft, BTEC First or General Diploma, RSA Diploma

Apprenticeship

Apprenticeship

Level 3

2 or more A levels or VCEs, 4 or more AS levels, Higher School Certificate, Progression or Advanced Diploma, Welsh Baccalaureate Advance Diploma, NVQ level 3; Advanced GNVQ, City and Guilds Advanced Craft, ONC, OND, BTEC National, RSA Advanced Diploma

Level 4 +

Degree (BA, BSc), higher degree (MA, PhD, PGCE), NVQ level 4 to 5, HNC, HND, RSA Higher Diploma, BTEC Higher level, professional qualifications (for example, teaching, nursing, accountancy)

Other

Vocational or work-related qualifications, other qualifications achieved in England or Wales, qualifications achieved outside England or Wales (equivalent not stated or unknown)

The 2006 Census estimated 5.1 million individuals who belonged to a visible minority. The Employment Equity Act defines visible minorities as 'persons, other than Aboriginal peoples, who are non-Caucasian in race or non-white in colour’. The visible minority population has grown steadily over the last 25 years. In 1981, when data for the four Employment Equity designated groups were first derived, the estimated 1.1 million visible minorities represented 4.7% of Canada's total population. In 1991, 2.5 million people were members of the visible minority population, 9.4% of the total population. The visible minority population further increased to 3.2 million in 1996, or 11.2% of the total population. By 2001, their numbers had reached an estimated 3.9 million or 13.4% of the total population. In 2006, the visible minorities accounted for 16.2% of Canada’s total population. This map shows the percentage of visible minorities (Arab population) by census divisions.

Number, percentage and rate (per 100,000 population) of homicide victims, by racialized identity group (total, by racialized identity group; racialized identity group; South Asian; Chinese; Black; Filipino; Arab; Latin American; Southeast Asian; West Asian; Korean; Japanese; other racialized identity group; multiple racialized identity; racialized identity, but racialized identity group is unknown; rest of the population; unknown racialized identity group), gender (all genders; male; female; gender unknown) and region (Canada; Atlantic region; Quebec; Ontario; Prairies region; British Columbia; territories), 2019 to 2024.

This statistic shows the share of ethnic groups in Australia in the total population. 33 percent of the total population of Australia are english. Australia’s population Australia’s ethnic diversity can be attributed to their history and location. The country’s colonization from Europeans is a significant reason for the majority of its population being Caucasian. Additionally, being that Australia is one of the most developed countries closest to Eastern Asia; its Asian population comes as no surprise. Australia is one of the world’s most developed countries, often earning recognition as one of the world’s economical leaders. With a more recent economic boom, Australia has become an attractive country for students and workers alike, who seek an opportunity to improve their lifestyle. Over the past decade, Australia’s population has slowly increased and is expected to continue to do so over the next several years. A beautiful landscape, many work opportunities and a high quality of life helped play a role in the country’s development. In 2011, Australia was considered to have one of the highest life expectancies in the world, with the average Australian living to approximately 82 years of age. From an employment standpoint, Australia has maintained a rather low employment rate compared to many other developed countries. After experiencing a significant jump in unemployment in 2009, primarily due to the world economic crisis, Australia has been able to remain stable and slightly increase employment year-over-year.

Summary of patient characteristics and CT measurements by race.