This record contains the underlying research data for the publication "People in more racially diverse neighborhoods are more prosocial" and the full-text is available from: https://ink.library.smu.edu.sg/lkcsb_research/5359Five studies tested the hypothesis that people living in more diverse neighborhoods would have more inclusive identities, and would thus be more prosocial. Study 1 found that people residing in more racially diverse metropolitan areas were more likely to tweet prosocial concepts in their everyday lives. Study 2 found that following the 2013 Boston Marathon bombings, people in more racially diverse neighborhoods were more likely to spontaneously offer help to individuals stranded by the bombings. Study 3 found that people living in more ethnically diverse countries were more likely to report having helped a stranger in the past month. Providing evidence of the underlying mechanism, Study 4 found that people living in more racially diverse neighborhoods were more likely to identify with all of humanity, which explained their greater likelihood of having helped a stranger in the past month. Finally, providing causal evidence for the relationship between neighborhood diversity and prosociality, Study 5 found that people asked to imagine that they were living in a more racially diverse neighborhood were more willing to help others in need, and this effect was mediated by a broader identity. The studies identify a novel mechanism through which exposure to diversity can influence people, and document a novel consequence of this mechanism.

About this dataset

Context

The dataset presents the detailed breakdown of the count of individuals within distinct income brackets, categorizing them by gender (men and women) and employment type - full-time (FT) and part-time (PT), offering valuable insights into the diverse income landscapes within New Boston town. The dataset can be utilized to gain insights into gender-based income distribution within the New Boston town population, aiding in data analysis and decision-making..

Key observations

• Employment patterns: Within New Boston town, among individuals aged 15 years and older with income, there were 2,243 men and 2,229 women in the workforce. Among them, 1,419 men were engaged in full-time, year-round employment, while 1,081 women were in full-time, year-round roles.
• Annual income under $24,999: Of the male population working full-time, 3.66% fell within the income range of under $24,999, while 1.76% of the female population working full-time was represented in the same income bracket.
• Annual income above $100,000: 58.21% of men in full-time roles earned incomes exceeding $100,000, while 33.67% of women in full-time positions earned within this income bracket.
• Refer to the research insights for more key observations on more income brackets ( Annual income under $24,999, Annual income between $25,000 and $49,999, Annual income between $50,000 and $74,999, Annual income between $75,000 and $99,999 and Annual income above $100,000) and employment types (full-time year-round and part-time)

Content

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

Income brackets:

• $1 to $2,499 or loss
• $2,500 to $4,999
• $5,000 to $7,499
• $7,500 to $9,999
• $10,000 to $12,499
• $12,500 to $14,999
• $15,000 to $17,499
• $17,500 to $19,999
• $20,000 to $22,499
• $22,500 to $24,999
• $25,000 to $29,999
• $30,000 to $34,999
• $35,000 to $39,999
• $40,000 to $44,999
• $45,000 to $49,999
• $50,000 to $54,999
• $55,000 to $64,999
• $65,000 to $74,999
• $75,000 to $99,999
• $100,000 or more

Variables / Data Columns

• Income Bracket: This column showcases 20 income brackets ranging from $1 to $100,000+..
• Full-Time Males: The count of males employed full-time year-round and earning within a specified income bracket
• Part-Time Males: The count of males employed part-time and earning within a specified income bracket
• Full-Time Females: The count of females employed full-time year-round and earning within a specified income bracket
• Part-Time Females: The count of females employed part-time and earning within a specified income bracket

Employment type classifications include:

• Full-time, year-round: A full-time, year-round worker is a person who worked full time (35 or more hours per week) and 50 or more weeks during the previous calendar year.
• Part-time: A part-time worker is a person who worked less than 35 hours per week during the previous calendar year.

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 New Boston town median household income by race. You can refer the same here

The City of Boston reports on our discretionary spending as part of our commitment to transparency and to growing pathways to equitable procurement for diverse suppliers. This dataset contains all discretionary spending data from Fiscal Year 2019 - Fiscal Year 2026, Quarter 1.

Discretionary spending refers to the total value of payments made by the City to a supplier through a contract ($10,000 or over) or a purchase order (under $10,000). This includes procurements where there is competition and discretion over choosing a supplier. Discretionary spending does not include mandatory or fixed obligations, such as payments of employee benefits.

You can view an interactive dashboard of our discretionary spending at https://www.boston.gov/equitable-procurement.

To learn more about the City’s procurement and supplier diversity efforts, visit:

• https://www.boston.gov/procurement
• https://www.boston.gov/supplier-diversity

** Notes on the Data **

The Discretionary Spending dataset differs from our Checkbook Explorer (https://data.boston.gov/dataset/checkbook-explorer) dataset in two key ways.

• First, we report on some types of spending in the Checkbook Explorer dataset, such as utility, telecommunications, and benefits payments, that we don’t report in the Discretionary Spending dataset.
• Second, the Checkbook Explorer dataset is updated monthly; the Discretionary Spending dataset is updated quarterly. We are working to synchronize these datasets in the future.

If you have questions about this data or would like to provide feedback, please use this form: https://docs.google.com/forms/d/10_VGn3OEaa-JA5VJynZ9JKw-I3t0BAzw3ckv8rxVMLc/viewform?edit_requested=true

How racially diverse are residents in Massachusetts? This topic shows the demographic breakdown of residents by race/ethnicity and the increases in the Non-white population since 2010.

Ever wondered which city in Greater Boston reigns supreme? 🏆 Look no further! This dataset ranks 141 cities and towns in the Greater Boston area based on a variety of factors, including:

🏡 Housing – Where can you actually afford to live? (Trick question, it’s Boston.)

🚔 Safety – Which towns are as secure as Fort Knox?

🚆 Mobility – How easy is it to get around without losing your mind?

🏥 Health – Where are the healthiest, happiest Bostonians?

🎭 Entertainment – Because life is more than just Dunkin' runs.

🌍 Diversity – The melting pot of cultures in each town.

🎓 Education – Where future Einsteins are born.

💼 Employment – Who's hiring and where are the best career opportunities?

This dataset is perfect for data exploration, visualizations, and even some lighthearted city rivalry. Whether you're a data analyst, a real estate enthusiast, or just looking to settle the debate with your friends on which Boston suburb is the best—this dataset has you covered!

🔍 Insights Await! Can you uncover hidden trends, build an interactive ranking map, or find the best place for your next move? Let's find out!

Example notebook: https://www.kaggle.com/code/michaeldelamaza/boston-city-rankings-linear-regression

The City of Boston reports on our contract awards as part of our commitment to transparency and to growing pathways to equitable procurement for diverse suppliers. This dataset reports on our procurement contracts and other agreements, such as grants, from Fiscal Year 2019 through Fiscal Year 2026, Quarter 1.

A contract is an agreement between the City of Boston and a supplier to acquire supplies and services over $10,000. Contracts have an award value. This is the maximum dollar amount that a business can be paid, in total, over the life of the contract.

You can view an interactive dashboard of our procurement contract award at https://www.boston.gov/equitable-procurement. This dashboard does not report on non-procurement contracts or agreement types.

To learn more about the City's procurement and supplier diversity efforts, visit:

• https://www.boston.gov/procurement
• https://www.boston.gov/supplier-diversity

** Notes on the Data **

• In some circumstances, the City department name was not recorded on the electronic contract record.
• There are some instances where the description of the contract only references City identifiers, such as a bid or purchase order number.
• Some electronic contract records do not have information recorded in our administrative systems in order to accurately categorize them as a Procurement Contract. We have included these contracts as "Other Contracts".
• In the event of a discrepancy between the electronic contract record and the signed contract document, the signed contract document is the record of truth. There are some instances where these two may differ.

** Contract Categorization **

The City categorizes agreements into Procurement Contracts and Other Contracts to distinguish contracts entered through a procurement process from other types of agreements.

• Procurement Contract: An agreement between the City of Boston and a supplier to acquire supplies and services over $10,000. Procurement contracts are awarded through competitive or limited competition procurements.

  • Competitive Procurement: A City contract is awarded after a competitive evaluation of quotes, bids, or proposals. The City can either publicly invite suppliers or selectively invite several suppliers to submit a response.
  • Limited Competition Procurement: A City contract for an item or service that is not subject to all of the requirements outlined in Massachusetts public procurement laws. This includes exempt, sole source, and emergency procurements.

• Other Contract: Other types of contracts include Government-to-Government Agreements, Grants to Nonprofits, Loans, Revenue Contracts, Trusts or Gift Agreements, Special Education, Health Insurance, and Employment Agreements.

If you have questions about this data or would like to provide feedback, please use this form: https://docs.google.com/forms/d/10_VGn3OEaa-JA5VJynZ9JKw-I3t0BAzw3ckv8rxVMLc/viewform?edit_requested=true

To search for a business - click here

To view a glossary of terms for the directory - click here

What is this directory for?

Mayor Michelle Wu is committed to creating equal opportunities for businesses of all kinds in Boston. Through the business certification process, the City identifies businesses that are owned by women, minorities, veterans as well as those that are small or local. Once a business is certified with our office, they are included in any vendor outreach efforts for City contracting opportunities and are also connected to resources offered inside and outside of the City.

In order to provide access to more minority-owned and woman-owned businesses, small and small local businesses, and veteran and service disabled veteran-owned small businesses, the City of Boston Directory of certified businesses is now available on Analyze Boston.

If you think you might be eligible for certification, visit our website and apply today

If you have questions about obtaining certification, please contact stacey.williams@boston.gov

What does each certification category mean?

Minority Business Enterprise (MBE) - means a business organization which is beneficially owned or substantially invested in by one or more minority group members as follows:

• The business must be at least 51% beneficially owned by minority group members.
• The minority owners must demonstrate that they have control over management.

• The firm has not been solely established for the purpose of taking advantage of a special program which has been developed to assist minority-owned businesses.

  Woman Business Enterprise (WBE) - means a business organization which is beneficially owned or substantially invested in by one or more women meeting the following criteria:

• The business must be at least 51% beneficially owned by a woman.

• The woman owner must demonstrate that she has control over management.

• The firm has not been solely established for the purpose of taking advantage of a special program which has been developed to assist woman-owned businesses.

Small Business Enterprise (SBE) - means a business with gross receipts, that when averaged over a three-year period do not exceed gross income limitations for that particular industry as defined by the Small Local Business Enterprise Office.

Small Local Business Enterprise (SLBE) - means a business which is a Small Business Enterprise, as defined above, and whose principal office is physically located in the City of Boston, as defined by the SLBE certification regulations.

A Veteran Owned Small Business (VOSB) and a Service Disabled Veteran Owned Small Business (SDVOSB) is a business that has already been verified as such by the U.S. Department of Veteran Affairs.

Can a business hold multiple certifications at the same time?

Yes, businesses may qualify for more than one certification.

How long are these certifications valid for?

Businesses are required to renew their certification _ every three years_.

About this dataset

Context

The dataset presents the median household income across different racial categories in South Boston. 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 South Boston population by race & ethnicity, the population is predominantly Black or African American. This particular racial category constitutes the majority, accounting for 55.19% of the total residents in South Boston. Notably, the median household income for Black or African American households is $36,455. Interestingly, despite the Black or African American population being the most populous, it is worth noting that White households actually reports the highest median household income, with a median income of $57,549. This reveals that, while Black or African Americans may be the most numerous in South Boston, White households experience greater economic prosperity in terms of median household income.

https://i.neilsberg.com/ch/south-boston-va-median-household-income-by-race.jpeg" alt="South Boston 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 South Boston.
• 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 South Boston median household income by race. You can refer the same here

About this dataset

Context

The dataset presents the median household income across different racial categories in Boston. 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 Boston population by race & ethnicity, the population is predominantly Black or African American. This particular racial category constitutes the majority, accounting for 59.88% of the total residents in Boston. Notably, the median household income for Black or African American households is $36,674. Interestingly, despite the Black or African American population being the most populous, it is worth noting that White households actually reports the highest median household income, with a median income of $80,168. This reveals that, while Black or African Americans may be the most numerous in Boston, White households experience greater economic prosperity in terms of median household income.

https://i.neilsberg.com/ch/boston-ga-median-household-income-by-race.jpeg" alt="Boston 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 Boston.
• 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 Boston median household income by race. You can refer the same here

About this dataset

Context

The dataset presents the detailed breakdown of the count of individuals within distinct income brackets, categorizing them by gender (men and women) and employment type - full-time (FT) and part-time (PT), offering valuable insights into the diverse income landscapes within Boston. The dataset can be utilized to gain insights into gender-based income distribution within the Boston population, aiding in data analysis and decision-making..

Key observations

• Employment patterns: Within Boston, among individuals aged 15 years and older with income, there were 245,883 men and 270.86 thousand women in the workforce. Among them, 136,649 men were engaged in full-time, year-round employment, while 131,130 women were in full-time, year-round roles.
• Annual income under $24,999: Of the male population working full-time, 4.25% fell within the income range of under $24,999, while 5.23% of the female population working full-time was represented in the same income bracket.
• Annual income above $100,000: 42.06% of men in full-time roles earned incomes exceeding $100,000, while 33.20% of women in full-time positions earned within this income bracket.
• Refer to the research insights for more key observations on more income brackets ( Annual income under $24,999, Annual income between $25,000 and $49,999, Annual income between $50,000 and $74,999, Annual income between $75,000 and $99,999 and Annual income above $100,000) and employment types (full-time year-round and part-time)

Content

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

Income brackets:

• $1 to $2,499 or loss
• $2,500 to $4,999
• $5,000 to $7,499
• $7,500 to $9,999
• $10,000 to $12,499
• $12,500 to $14,999
• $15,000 to $17,499
• $17,500 to $19,999
• $20,000 to $22,499
• $22,500 to $24,999
• $25,000 to $29,999
• $30,000 to $34,999
• $35,000 to $39,999
• $40,000 to $44,999
• $45,000 to $49,999
• $50,000 to $54,999
• $55,000 to $64,999
• $65,000 to $74,999
• $75,000 to $99,999
• $100,000 or more

Variables / Data Columns

• Income Bracket: This column showcases 20 income brackets ranging from $1 to $100,000+..
• Full-Time Males: The count of males employed full-time year-round and earning within a specified income bracket
• Part-Time Males: The count of males employed part-time and earning within a specified income bracket
• Full-Time Females: The count of females employed full-time year-round and earning within a specified income bracket
• Part-Time Females: The count of females employed part-time and earning within a specified income bracket

Employment type classifications include:

• Full-time, year-round: A full-time, year-round worker is a person who worked full time (35 or more hours per week) and 50 or more weeks during the previous calendar year.
• Part-time: A part-time worker is a person who worked less than 35 hours per week during the previous calendar year.

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 Boston median household income by race. You can refer the same here

About this dataset

Context

The dataset presents the detailed breakdown of the count of individuals within distinct income brackets, categorizing them by gender (men and women) and employment type - full-time (FT) and part-time (PT), offering valuable insights into the diverse income landscapes within Boston Heights. The dataset can be utilized to gain insights into gender-based income distribution within the Boston Heights population, aiding in data analysis and decision-making..

Key observations

• Employment patterns: Within Boston Heights, among individuals aged 15 years and older with income, there were 607 men and 520 women in the workforce. Among them, 325 men were engaged in full-time, year-round employment, while 162 women were in full-time, year-round roles.
• Annual income under $24,999: Of the male population working full-time, 4.31% fell within the income range of under $24,999, while 8.64% of the female population working full-time was represented in the same income bracket.
• Annual income above $100,000: 52.31% of men in full-time roles earned incomes exceeding $100,000, while 50% of women in full-time positions earned within this income bracket.
• Refer to the research insights for more key observations on more income brackets ( Annual income under $24,999, Annual income between $25,000 and $49,999, Annual income between $50,000 and $74,999, Annual income between $75,000 and $99,999 and Annual income above $100,000) and employment types (full-time year-round and part-time)

Content

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

Income brackets:

• $1 to $2,499 or loss
• $2,500 to $4,999
• $5,000 to $7,499
• $7,500 to $9,999
• $10,000 to $12,499
• $12,500 to $14,999
• $15,000 to $17,499
• $17,500 to $19,999
• $20,000 to $22,499
• $22,500 to $24,999
• $25,000 to $29,999
• $30,000 to $34,999
• $35,000 to $39,999
• $40,000 to $44,999
• $45,000 to $49,999
• $50,000 to $54,999
• $55,000 to $64,999
• $65,000 to $74,999
• $75,000 to $99,999
• $100,000 or more

Variables / Data Columns

• Income Bracket: This column showcases 20 income brackets ranging from $1 to $100,000+..
• Full-Time Males: The count of males employed full-time year-round and earning within a specified income bracket
• Part-Time Males: The count of males employed part-time and earning within a specified income bracket
• Full-Time Females: The count of females employed full-time year-round and earning within a specified income bracket
• Part-Time Females: The count of females employed part-time and earning within a specified income bracket

Employment type classifications include:

• Full-time, year-round: A full-time, year-round worker is a person who worked full time (35 or more hours per week) and 50 or more weeks during the previous calendar year.
• Part-time: A part-time worker is a person who worked less than 35 hours per week during the previous calendar year.

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 Boston Heights median household income by race. You can refer the same here

About this dataset

Context

The dataset presents the median household income across different racial categories in Boston Heights. 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 Boston Heights population by race & ethnicity, the population is predominantly White. This particular racial category constitutes the majority, accounting for 95.06% of the total residents in Boston Heights. Notably, the median household income for White households is $124,792. Interestingly, despite the White population being the most populous, it is worth noting that Asian households actually reports the highest median household income, with a median income of $250,001. This reveals that, while Whites may be the most numerous in Boston Heights, Asian households experience greater economic prosperity in terms of median household income.

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 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 Boston Heights.
• Median household income: Median household income, adjusting for inflation, presented in 2023-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 Boston Heights median household income by race. You can refer the same here

About this dataset

Context

The dataset presents the median household incomes over the past decade across various racial categories identified by the U.S. Census Bureau in Boston. It portrays the median household income of the head of household across racial categories (excluding ethnicity) as identified by the Census Bureau. It also showcases the annual income trends, between 2013 and 2023, providing insights into the economic shifts within diverse racial communities.The dataset can be utilized to gain insights into income disparities and variations across racial categories, aiding in data analysis and decision-making..

Key observations

• White: In Boston, the median household income for the households where the householder is White increased by $12,544(24.50%), between 2013 and 2023. The median household income, in 2023 inflation-adjusted dollars, was $51,206 in 2013 and $63,750 in 2023.
• Black or African American: In Boston, the median household income for the households where the householder is Black or African American increased by $6,214(22.40%), between 2013 and 2023. The median household income, in 2023 inflation-adjusted dollars, was $27,744 in 2013 and $33,958 in 2023.
• Refer to the research insights for more key observations on American Indian and Alaska Native, Asian, Native Hawaiian and Other Pacific Islander, Some other race and Two or more races (multiracial) households

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 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 Boston.
• 2010: 2010 median household income
• 2011: 2011 median household income
• 2012: 2012 median household income
• 2013: 2013 median household income
• 2014: 2014 median household income
• 2015: 2015 median household income
• 2016: 2016 median household income
• 2017: 2017 median household income
• 2018: 2018 median household income
• 2019: 2019 median household income
• 2020: 2020 median household income
• 2021: 2021 median household income
• 2022: 2022 median household income
• 2023: 2023 median household income
• Please note: All incomes have been adjusted for inflation and are presented in 2023-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 Boston median household income by race. You can refer the same here

About this dataset

Context

The dataset presents the median household income across different racial categories in New Boston town. 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 New Boston town population by race & ethnicity, the population is predominantly White. This particular racial category constitutes the majority, accounting for 98.08% of the total residents in New Boston town. Notably, the median household income for White households is $135,243. Interestingly, White is both the largest group and the one with the highest median household income, which stands at $135,243.

https://i.neilsberg.com/ch/new-boston-nh-median-household-income-by-race.jpeg" alt="New Boston town 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 New Boston town.
• 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 New Boston town median household income by race. You can refer the same here

About this dataset

Context

The dataset presents the median household incomes over the past decade across various racial categories identified by the U.S. Census Bureau in South Boston. It portrays the median household income of the head of household across racial categories (excluding ethnicity) as identified by the Census Bureau. It also showcases the annual income trends, between 2013 and 2023, providing insights into the economic shifts within diverse racial communities.The dataset can be utilized to gain insights into income disparities and variations across racial categories, aiding in data analysis and decision-making..

Key observations

• White: In South Boston, the median household income for the households where the householder is White increased by $199(0.40%), between 2013 and 2023. The median household income, in 2023 inflation-adjusted dollars, was $49,867 in 2013 and $50,066 in 2023.
• Black or African American: In South Boston, the median household income for the households where the householder is Black or African American increased by $19,086(117.21%), between 2013 and 2023. The median household income, in 2023 inflation-adjusted dollars, was $16,283 in 2013 and $35,369 in 2023.
• Refer to the research insights for more key observations on American Indian and Alaska Native, Asian, Native Hawaiian and Other Pacific Islander, Some other race and Two or more races (multiracial) households

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 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 South Boston.
• 2010: 2010 median household income
• 2011: 2011 median household income
• 2012: 2012 median household income
• 2013: 2013 median household income
• 2014: 2014 median household income
• 2015: 2015 median household income
• 2016: 2016 median household income
• 2017: 2017 median household income
• 2018: 2018 median household income
• 2019: 2019 median household income
• 2020: 2020 median household income
• 2021: 2021 median household income
• 2022: 2022 median household income
• 2023: 2023 median household income
• Please note: All incomes have been adjusted for inflation and are presented in 2023-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 South Boston median household income by race. You can refer the same here

About this dataset

Context

The dataset presents the median household incomes over the past decade across various racial categories identified by the U.S. Census Bureau in Boston Heights. It portrays the median household income of the head of household across racial categories (excluding ethnicity) as identified by the Census Bureau. It also showcases the annual income trends, between 2013 and 2023, providing insights into the economic shifts within diverse racial communities.The dataset can be utilized to gain insights into income disparities and variations across racial categories, aiding in data analysis and decision-making..

Key observations

• White: In Boston Heights, the median household income for the households where the householder is White increased by $7,714(6.59%), between 2013 and 2023. The median household income, in 2023 inflation-adjusted dollars, was $117,078 in 2013 and $124,792 in 2023.
• Black or African American: Even though there is a population where the householder is Black or African American, there was no median household income reported by the U.S. Census Bureau for both 2013 and 2023.
• Refer to the research insights for more key observations on American Indian and Alaska Native, Asian, Native Hawaiian and Other Pacific Islander, Some other race and Two or more races (multiracial) households

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 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 Boston Heights.
• 2010: 2010 median household income
• 2011: 2011 median household income
• 2012: 2012 median household income
• 2013: 2013 median household income
• 2014: 2014 median household income
• 2015: 2015 median household income
• 2016: 2016 median household income
• 2017: 2017 median household income
• 2018: 2018 median household income
• 2019: 2019 median household income
• 2020: 2020 median household income
• 2021: 2021 median household income
• 2022: 2022 median household income
• 2023: 2023 median household income
• Please note: All incomes have been adjusted for inflation and are presented in 2023-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 Boston Heights median household income by race. You can refer the same here

About this dataset

Context

The dataset presents the median household incomes over the past decade across various racial categories identified by the U.S. Census Bureau in Boston township. It portrays the median household income of the head of household across racial categories (excluding ethnicity) as identified by the Census Bureau. It also showcases the annual income trends, between 2013 and 2023, providing insights into the economic shifts within diverse racial communities.The dataset can be utilized to gain insights into income disparities and variations across racial categories, aiding in data analysis and decision-making..

Key observations

• White: In Boston township, the median household income for the households where the householder is White increased by $2,054(2.65%), between 2013 and 2023. The median household income, in 2023 inflation-adjusted dollars, was $77,390 in 2013 and $79,444 in 2023.
• Black or African American: Even though there is a population where the householder is Black or African American, there was no median household income reported by the U.S. Census Bureau for both 2013 and 2023.
• Refer to the research insights for more key observations on American Indian and Alaska Native, Asian, Native Hawaiian and Other Pacific Islander, Some other race and Two or more races (multiracial) households

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 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 Boston township.
• 2010: 2010 median household income
• 2011: 2011 median household income
• 2012: 2012 median household income
• 2013: 2013 median household income
• 2014: 2014 median household income
• 2015: 2015 median household income
• 2016: 2016 median household income
• 2017: 2017 median household income
• 2018: 2018 median household income
• 2019: 2019 median household income
• 2020: 2020 median household income
• 2021: 2021 median household income
• 2022: 2022 median household income
• 2023: 2023 median household income
• Please note: All incomes have been adjusted for inflation and are presented in 2023-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 Boston township median household income by race. You can refer the same here