100+ datasets found
  1. A

    Income-Restricted Housing Inventory

    • data.boston.gov
    csv, pdf
    Updated Jul 6, 2023
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    Mayor's Office of Housing (2023). Income-Restricted Housing Inventory [Dataset]. https://data.boston.gov/dataset/income-restricted-housing
    Explore at:
    csv(102677), pdf(63838), pdf(63774), csv(113262), csv(113058), pdf(104953), pdf(415408), csv(118206)Available download formats
    Dataset updated
    Jul 6, 2023
    Dataset authored and provided by
    Mayor's Office of Housing
    License

    ODC Public Domain Dedication and Licence (PDDL) v1.0http://www.opendatacommons.org/licenses/pddl/1.0/
    License information was derived automatically

    Description

    This data, maintained by the Mayor’s Office of Housing (MOH), is an inventory of all income-restricted units in the city. This data includes public housing owned by the Boston Housing Authority (BHA), privately- owned housing built with funding from DND and/or on land that was formerly City-owned, and privately-owned housing built without any City subsidy, e.g., created using Low-Income Housing Tax Credits (LIHTC) or as part of the Inclusionary Development Policy (IDP). Information is gathered from a variety of sources, including the City's IDP list, permitting and completion data from the Inspectional Services Department (ISD), newspaper advertisements for affordable units, Community Economic Development Assistance Corporation’s (CEDAC) Expiring Use list, and project lists from the BHA, the Massachusetts Department of Housing and Community Development (DHCD), MassHousing, and the U.S. Department of Housing and Urban Development (HUD), among others. The data is meant to be as exhaustive and up-to-date as possible, but since many units are not required to report data to the City of Boston, MOH is constantly working to verify and update it. See the data dictionary for more information on the structure of the data and important notes. The database only includes units that have a deed-restriction. It does not include tenant-based (also known as mobile) vouchers, which subsidize rent, but move with the tenant and are not attached to a particular unit. There are over 22,000 tenant-based vouchers in the city of Boston which provide additional affordability to low- and moderate-income households not accounted for here. The Income-Restricted Housing report can be directly accessed here:
    https://www.boston.gov/sites/default/files/file/2023/04/Income%20Restricted%20Housing%202022_0.pdf

    Learn more about income-restricted housing (as well as other types of affordable housing) here: https://www.boston.gov/affordable-housing-boston#income-restricted

  2. p

    Low income housing programs Business Data for Massachusetts, United States

    • poidata.io
    csv, json
    Updated Sep 23, 2025
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    Business Data Provider (2025). Low income housing programs Business Data for Massachusetts, United States [Dataset]. https://www.poidata.io/report/low-income-housing-program/united-states/massachusetts
    Explore at:
    csv, jsonAvailable download formats
    Dataset updated
    Sep 23, 2025
    Dataset authored and provided by
    Business Data Provider
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    Massachusetts
    Variables measured
    Website URL, Phone Number, Review Count, Business Name, Email Address, Business Hours, Customer Rating, Business Address, Business Categories, Geographic Coordinates
    Description

    Comprehensive dataset containing 62 verified Low income housing program businesses in Massachusetts, United States with complete contact information, ratings, reviews, and location data.

  3. d

    Replication Data for: How Affordable Housing Can Exclude: The Political...

    • search.dataone.org
    • datasetcatalog.nlm.nih.gov
    Updated Sep 24, 2024
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    Palmer, Maxwell; Einstein, Katherine Levine (2024). Replication Data for: How Affordable Housing Can Exclude: The Political Economy of Subsidized Housing [Dataset]. http://doi.org/10.7910/DVN/I0U76E
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    Dataset updated
    Sep 24, 2024
    Dataset provided by
    Harvard Dataverse
    Authors
    Palmer, Maxwell; Einstein, Katherine Levine
    Description

    Data and code to replicate the results "How Affordable Housing Can Exclude: The Political Economy of Subsidized Housing." All data on subsidized housing units provided by Housing Navigator Massachusetts (https://housingnavigatorma.org/). All demographic data retrieved from the 2018-2022 American Community Survey 5-year averages.

  4. i

    Grant Giving Statistics for Massachusetts Affordable Housing Alliance Inc.

    • instrumentl.com
    Updated Mar 12, 2021
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    (2021). Grant Giving Statistics for Massachusetts Affordable Housing Alliance Inc. [Dataset]. https://www.instrumentl.com/990-report/massachusetts-affordable-housing-alliance-inc
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    Dataset updated
    Mar 12, 2021
    Area covered
    Massachusetts
    Variables measured
    Total Assets, Total Giving
    Description

    Financial overview and grant giving statistics of Massachusetts Affordable Housing Alliance Inc.

  5. p

    Public housings Business Data for Massachusetts, United States

    • poidata.io
    csv, json
    Updated Aug 25, 2025
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    Business Data Provider (2025). Public housings Business Data for Massachusetts, United States [Dataset]. https://www.poidata.io/report/public-housing/united-states/massachusetts
    Explore at:
    json, csvAvailable download formats
    Dataset updated
    Aug 25, 2025
    Dataset authored and provided by
    Business Data Provider
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    Massachusetts
    Variables measured
    Website URL, Phone Number, Review Count, Business Name, Email Address, Business Hours, Customer Rating, Business Address, Business Categories, Geographic Coordinates
    Description

    Comprehensive dataset containing 10 verified Public housing businesses in Massachusetts, United States with complete contact information, ratings, reviews, and location data.

  6. i

    Grant Giving Statistics for Southeastern Massachusetts Affordable Housing...

    • instrumentl.com
    Updated Oct 31, 2021
    + more versions
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    (2021). Grant Giving Statistics for Southeastern Massachusetts Affordable Housing Corporation [Dataset]. https://www.instrumentl.com/990-report/southeastern-massachusetts-affordable-housing-corporation
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    Dataset updated
    Oct 31, 2021
    Area covered
    Southeastern Massachusetts, Massachusetts
    Variables measured
    Total Assets, Total Giving
    Description

    Financial overview and grant giving statistics of Southeastern Massachusetts Affordable Housing Corporation

  7. F

    New Private Housing Units Authorized by Building Permits: 1-Unit Structures...

    • fred.stlouisfed.org
    json
    Updated Aug 25, 2025
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    (2025). New Private Housing Units Authorized by Building Permits: 1-Unit Structures for Massachusetts [Dataset]. https://fred.stlouisfed.org/series/MABP1FH
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Aug 25, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    Massachusetts
    Description

    Graph and download economic data for New Private Housing Units Authorized by Building Permits: 1-Unit Structures for Massachusetts (MABP1FH) from Jan 1988 to Jul 2025 about privately owned, MA, 1-unit structures, permits, family, buildings, housing, and USA.

  8. U

    United States Massachusetts: Gen Exp: Housing & Community Development

    • ceicdata.com
    Updated Mar 30, 2018
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    CEICdata.com (2018). United States Massachusetts: Gen Exp: Housing & Community Development [Dataset]. https://www.ceicdata.com/en/united-states/revenue--expenditure-state-and-local-government-massachusetts
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    Dataset updated
    Mar 30, 2018
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jun 1, 2004 - Jun 1, 2015
    Area covered
    United States
    Variables measured
    Operating Statement
    Description

    Massachusetts: Gen Exp: Housing & Community Development data was reported at 2,596,221.000 USD th in 2015. This records a decrease from the previous number of 2,769,214.000 USD th for 2014. Massachusetts: Gen Exp: Housing & Community Development data is updated yearly, averaging 948,715.000 USD th from Jun 1977 (Median) to 2015, with 37 observations. The data reached an all-time high of 2,936,705.000 USD th in 2012 and a record low of 173,079.000 USD th in 1978. Massachusetts: Gen Exp: Housing & Community Development data remains active status in CEIC and is reported by US Census Bureau. The data is categorized under Global Database’s USA – Table US.F030: Revenue & Expenditure: State and Local Government: Massachusetts.

  9. U

    United States Massachusetts: GR: OS: CM: Charges: Housing & Community...

    • ceicdata.com
    Updated Feb 15, 2025
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    CEICdata.com (2025). United States Massachusetts: GR: OS: CM: Charges: Housing & Community Development [Dataset]. https://www.ceicdata.com/en/united-states/revenue--expenditure-state-and-local-government-massachusetts/massachusetts-gr-os-cm-charges-housing--community-development
    Explore at:
    Dataset updated
    Feb 15, 2025
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jun 1, 2004 - Jun 1, 2015
    Area covered
    United States
    Variables measured
    Operating Statement
    Description

    United States Massachusetts: GR: OS: CM: Charges: Housing & Community Development data was reported at 391,872.000 USD th in 2015. This records an increase from the previous number of 366,824.000 USD th for 2014. United States Massachusetts: GR: OS: CM: Charges: Housing & Community Development data is updated yearly, averaging 216,501.000 USD th from Jun 1977 (Median) to 2015, with 37 observations. The data reached an all-time high of 391,872.000 USD th in 2015 and a record low of 46,057.000 USD th in 1978. United States Massachusetts: GR: OS: CM: Charges: Housing & Community Development data remains active status in CEIC and is reported by US Census Bureau. The data is categorized under Global Database’s USA – Table US.F030: Revenue & Expenditure: State and Local Government: Massachusetts.

  10. A

    Short-Term Rental Eligibility

    • data.boston.gov
    csv
    Updated Sep 22, 2025
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    Department of Innovation and Technology (2025). Short-Term Rental Eligibility [Dataset]. https://data.boston.gov/dataset/short-term-rental-eligibility
    Explore at:
    csv(28781506)Available download formats
    Dataset updated
    Sep 22, 2025
    Dataset authored and provided by
    Department of Innovation and Technology
    License

    ODC Public Domain Dedication and Licence (PDDL) v1.0http://www.opendatacommons.org/licenses/pddl/1.0/
    License information was derived automatically

    Description

    Click here to check Short-Term Rental Eligibility

    Boston's ordinance on short-term rentals is designed to incorporate the growth of the home-share industry into the City's work to create affordable housing for all residents. We want to preserve housing for residents while allowing Bostonians to benefit from this new industry. Starting on on January 1, 2019, short-term rentals in Boston will need to register with the City of Boston.

    Eligibility for every unit in the City of Boston is dependant on the following six criteria:

    • No affordability covenant restrictions
    • Compliance with housing laws and codes
    • No violations of laws regarding short-term rental use
    • Owner occupied
    • Two- or three-family dwelling
    • Residential use classification

    The Short-Term Rental Eligibility Dataset leverages information, wherever possible, about these criteria. For additional details and information about these criteria, please visit https://www.boston.gov/short-term-rentals.


    ABOUT THIS DATASET

    In June 2018, a citywide ordinance established new guidelines and regulations for short-term rentals in Boston. Registration opened January 1, 2019. The Short-Term Rental Eligibility Dataset was created to help residents, landlords, and City officials determine whether a property is eligible to be registered as a short-term rental.

    The Short-Term Rental Eligibility Dataset currently joins data from the following datasets and is refreshed nightly:


    HOW TO DETERMINE ELIGIBILITY FOR SHORT-TERM RENTAL REGISTRATION

    1. ** Open** the Short-Term Rental Eligibility Dataset. In the dataset's search bar, enter the address of the property you are seeking to register.

    2. Find the row containing the correct address and unit of the property you are seeking. This is the information we have for your unit.

    3. Look at the columns marked as “Home-Share Eligible,” “Limited-Share Eligible,” and “Owner-Adjacent Eligible.”

    4. If your unit has a “yes” under “Home-Share Eligible,” “Limited-Share Eligible,” or “Owner-Adjacent Eligible,” you can register your unit here.


    WHY IS MY UNIT LISTED AS “NOT ELIGIBLE”?

    If you find that your unit is listed as NOT eligible, and you would like to understand more about why, you can use the Short-Term Rental Eligibility Dataset to learn more. The following columns measure each of the six eligibility criteria in the following ways:

    1. No affordability covenant restrictions

      • A “yes” in the “Income Restricted” column tells you that the unit is marked as income restricted and is NOT eligible.

      • The “Income Restricted” column measures whether the unit is subject to an affordability covenant, as reported by the Department of Neighborhood Development and/or the Boston Planning and Development Agency.

      • For questions about affordability covenants, contact the Department of Neighborhood Development.

    2. Compliance with housing laws and codes

      • A “yes” in the “Problem Properties” column tells you that this unit is considered a “Problem Property” by the Problem Properties Task Force and is NOT eligible.

      • Learn more about how “Problem Properties” are defined here.

      • A “yes” in the “Problem Property Owner” column tells you that the owner of this unit also owns a “Problem Property,” as reported by the Problem Properties Task Force.

      • Owners with any properties designated as a Problem Property are NOT eligible.

      • No unit owned by the owner of a “Problem Property” may register a short-term rental.

      • Learn more about how “Problem Properties” are defined here.

      • The “Open Violation Count” column tells you how many open violations the unit has. Units with any open violations are NOT eligible. Violations counted include: violations of the sanitary, building, zoning, and fire code; stop work orders; and abatement orders.

      • NOTE: Violations written before 1/1/19 that are still open will make a unit NOT eligible until these violations are resolved.

      • If your unit has an open violation, visit these links to appeal your violation(s) or pay your code violation fine(s).

      • The “Violations in the Last 6 Months” column tells you how many violations the unit has received in the last six months. Units with three or more violations, whether open or closed, are NOT eligible.

      • NOTE: Only violations written on or after 1/1/19 will count against this criteria.

      • If your unit has an open violation, visit these links to appeal your violation(s) or pay your code violation fine(s).

      • How to comply with housing laws and codes:

      • Have an open violation? Visit these links to appeal your violation(s) or pay your code violation fine(s).

      • Have questions about problem properties? Visit Neighborhood Service’s Problem Properties site.

    3. No violations of laws regarding short-term rental use

      • A “yes” in the “Legally Restricted” column tells you that there is a complaint against the unit that finds

        • A legal restriction that prohibits the use of the unit as a Short-Term Rental under local, state, or federal law, OR

        • legal restriction that prohibits the use of the unit as a Short-Term Rental under condominium bylaws.

        • Units with legal restrictions found upon investigation are NOT eligible.

        • If the investigation of a complaint against the unit yields restrictions of the nature detailed above, we will mark the unit with a “yes” in this column. Until such complaint-based investigations begin, all units are marked with “no.”

        • NOTE: Currently no units have a “legally restricted” designation.

    4. Owner-occupied

      • A “no” in the “Unit Owner-Occupied” column tells you that there is NO Residential Tax Exemption filed for that unit via the Assessing Department, and that unit is automatically categorized as NOT eligible for the following Short-Term Rental types:

        • Home-Share
        • Limited-Share

        • Residential Tax Exemption indicates that a unit is owner-occupied and generates a “yes” in the “Unit Owner-Occupied” column.

        • Owners are not required to file a Residential Tax Exemption in order to be eligible to register a unit as a Short-Term Rental.

        • If you would like to apply for Residential Tax Exemption, you can apply here.

        • If you are the owner-occupant of a unit and you have not filed for Residential Tax Exemption, you can still register your unit by proving owner-occupancy.

        • It is recommended that you submit proof of residency in your short-term rental registration application to expedite the process of proving owner-occupancy (see

  11. F

    New Private Housing Structures Authorized by Building Permits for Essex...

    • fred.stlouisfed.org
    json
    Updated May 23, 2025
    + more versions
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    (2025). New Private Housing Structures Authorized by Building Permits for Essex County, MA [Dataset]. https://fred.stlouisfed.org/series/BPPRIV025009
    Explore at:
    jsonAvailable download formats
    Dataset updated
    May 23, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    Essex County, Massachusetts
    Description

    Graph and download economic data for New Private Housing Structures Authorized by Building Permits for Essex County, MA (BPPRIV025009) from 1990 to 2024 about Essex County, MA; Boston; MA; permits; buildings; private; housing; and USA.

  12. U

    1990 census of population and housing. Public Law 94-171 data. Florida,...

    • dataverse-staging.rdmc.unc.edu
    Updated Apr 3, 2012
    + more versions
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    UNC Dataverse (2012). 1990 census of population and housing. Public Law 94-171 data. Florida, Kentucky, Massachusetts, New Mexico, Tennessee, Utah [Dataset]. https://dataverse-staging.rdmc.unc.edu/dataset.xhtml?persistentId=hdl:1902.29/CD-10917
    Explore at:
    Dataset updated
    Apr 3, 2012
    Dataset provided by
    UNC Dataverse
    License

    https://dataverse-staging.rdmc.unc.edu/api/datasets/:persistentId/versions/1.0/customlicense?persistentId=hdl:1902.29/CD-10917https://dataverse-staging.rdmc.unc.edu/api/datasets/:persistentId/versions/1.0/customlicense?persistentId=hdl:1902.29/CD-10917

    Area covered
    Florida, Massachusetts
    Description

    1 computer laser optical disc ; 4 3/4 in. Provides census data designed and formatted for use in legislative redistricting. Census counts, for areas as small as blocks, census tracts, and voting districts, include totals for population, race groups, persons of Hispanic origin, population 18 years and over, and housing units.

  13. Rochester, MA, US Demographics 2025

    • point2homes.com
    html
    Updated 2025
    + more versions
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    Point2Homes (2025). Rochester, MA, US Demographics 2025 [Dataset]. https://www.point2homes.com/US/Neighborhood/MA/Rochester-Demographics.html
    Explore at:
    htmlAvailable download formats
    Dataset updated
    2025
    Dataset authored and provided by
    Point2Homeshttps://plus.google.com/116333963642442482447/posts
    Time period covered
    2025
    Area covered
    Rochester, Massachusetts, United States
    Variables measured
    Asian, Other, White, 2 units, Over 65, Median age, Blue collar, Mobile home, 3 or 4 units, 5 to 9 units, and 69 more
    Description

    Comprehensive demographic dataset for Rochester, MA, US including population statistics, household income, housing units, education levels, employment data, and transportation with year-over-year changes.

  14. Hourly wages needed to afford a two-bedroom apartment in the U.S. 2025, by...

    • statista.com
    Updated Aug 14, 2025
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    Statista (2025). Hourly wages needed to afford a two-bedroom apartment in the U.S. 2025, by state [Dataset]. https://www.statista.com/statistics/203384/us-two-bedroom-housing-wage-by-state/
    Explore at:
    Dataset updated
    Aug 14, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2025
    Area covered
    United States
    Description

    In 2025, households in California needed an hourly wage of over 50 U.S. dollars to afford the rent of a two-bedroom apartment. Hawaii had the second-least affordable two-bedroom apartments, as a household would have to earn at least around 49 U.S. dollars per hour in order to afford rent payments. These figures are considerably higher than the average minimum wage in place in many states. There was no state in which a minimum wageworker could afford rent for the average two-bedroom apartment, if they worked 40 hours a week. Where are the least affordable counties and metros? The least affordable rents were predominately in Californian counties and metropolitan areas in 2025. District of Columbia has the highest minimum wages in the country, which stood at 17.5 U.S. dollars per hour as of January 2025. Thus, the affordability of two-bedroom apartments highlights how disproportionately high housing costs are in the state.

  15. Harvard, , MA, US Demographics 2025

    • point2homes.com
    html
    Updated 2025
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    Point2Homes (2025). Harvard, , MA, US Demographics 2025 [Dataset]. https://www.point2homes.com/US/Neighborhood/MA/Central-Massachusetts/Greater-Harvard-Demographics.html
    Explore at:
    htmlAvailable download formats
    Dataset updated
    2025
    Dataset authored and provided by
    Point2Homeshttps://plus.google.com/116333963642442482447/posts
    Time period covered
    2025
    Area covered
    Harvard, Massachusetts, United States
    Variables measured
    Asian, Other, White, 2 units, Over 65, Median age, Blue collar, Mobile home, 3 or 4 units, 5 to 9 units, and 69 more
    Description

    Comprehensive demographic dataset for Harvard, , MA, US including population statistics, household income, housing units, education levels, employment data, and transportation with year-over-year changes.

  16. Ludlow, , MA, US Demographics 2025

    • point2homes.com
    html
    Updated 2025
    + more versions
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    Point2Homes (2025). Ludlow, , MA, US Demographics 2025 [Dataset]. https://www.point2homes.com/US/Neighborhood/MA/Central-Massachusetts/Greater-Ludlow-Demographics.html
    Explore at:
    htmlAvailable download formats
    Dataset updated
    2025
    Dataset authored and provided by
    Point2Homeshttps://plus.google.com/116333963642442482447/posts
    Time period covered
    2025
    Area covered
    Ludlow, Massachusetts, United States
    Variables measured
    Asian, Other, White, 2 units, Over 65, Median age, Blue collar, Mobile home, 3 or 4 units, 5 to 9 units, and 69 more
    Description

    Comprehensive demographic dataset for Ludlow, , MA, US including population statistics, household income, housing units, education levels, employment data, and transportation with year-over-year changes.

  17. Jamaica Plain, Boston, MA, US Demographics 2025

    • point2homes.com
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    Updated 2025
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    Point2Homes (2025). Jamaica Plain, Boston, MA, US Demographics 2025 [Dataset]. https://www.point2homes.com/US/Neighborhood/MA/Boston/Jamaica-Plain-Demographics.html
    Explore at:
    htmlAvailable download formats
    Dataset updated
    2025
    Dataset authored and provided by
    Point2Homeshttps://plus.google.com/116333963642442482447/posts
    Time period covered
    2025
    Area covered
    Jamaica Plain, Massachusetts, Boston, United States
    Variables measured
    Asian, Other, White, 2 units, Over 65, Median age, Blue collar, Mobile home, 3 or 4 units, 5 to 9 units, and 70 more
    Description

    Comprehensive demographic dataset for Jamaica Plain, Boston, MA, US including population statistics, household income, housing units, education levels, employment data, and transportation with year-over-year changes.

  18. Back Bay, Boston, MA, US Demographics 2025

    • point2homes.com
    html
    Updated 2025
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    Point2Homes (2025). Back Bay, Boston, MA, US Demographics 2025 [Dataset]. https://www.point2homes.com/US/Neighborhood/MA/Boston/Back-Bay-Demographics.html
    Explore at:
    htmlAvailable download formats
    Dataset updated
    2025
    Dataset authored and provided by
    Point2Homeshttps://plus.google.com/116333963642442482447/posts
    Time period covered
    2025
    Area covered
    Back Bay, Massachusetts, Boston, United States
    Variables measured
    Asian, Other, White, 2 units, Over 65, Median age, Blue collar, Mobile home, 3 or 4 units, 5 to 9 units, and 70 more
    Description

    Comprehensive demographic dataset for Back Bay, Boston, MA, US including population statistics, household income, housing units, education levels, employment data, and transportation with year-over-year changes.

  19. F

    New Private Housing Units Authorized by Building Permits for Massachusetts

    • fred.stlouisfed.org
    json
    Updated Aug 25, 2025
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    (2025). New Private Housing Units Authorized by Building Permits for Massachusetts [Dataset]. https://fred.stlouisfed.org/series/MABPPRIV
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Aug 25, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    Massachusetts
    Description

    Graph and download economic data for New Private Housing Units Authorized by Building Permits for Massachusetts (MABPPRIV) from Jan 1988 to Jul 2025 about MA, permits, buildings, new, private, housing, and USA.

  20. Hampden County, Massachusetts Mortgage Market Analysis (2018-2024)

    • homebuyer.com
    Updated Aug 31, 2025
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    Homebuyer.com (2025). Hampden County, Massachusetts Mortgage Market Analysis (2018-2024) [Dataset]. https://homebuyer.com/mortgage-loan-limits/hampden-county-massachusetts
    Explore at:
    Dataset updated
    Aug 31, 2025
    Dataset provided by
    United States Department of Housing and Urban Developmenthttp://www.hud.gov/
    Federal Housing Finance Agencyhttps://www.fhfa.gov/
    U.S. Department of Veterans Affairs (VA)
    U.S. Department of Agriculture (USDA)
    Homebuyer.com
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    Massachusetts, Hampden County
    Description

    Explore borrowing and mortgage trends in Hampden County, including conventional vs. government loan performance, average loan sizes, and market share shifts. Data sourced from HMDA regulatory filings shows how local lending patterns evolve through changing market conditions.

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Mayor's Office of Housing (2023). Income-Restricted Housing Inventory [Dataset]. https://data.boston.gov/dataset/income-restricted-housing

Income-Restricted Housing Inventory

Explore at:
csv(102677), pdf(63838), pdf(63774), csv(113262), csv(113058), pdf(104953), pdf(415408), csv(118206)Available download formats
Dataset updated
Jul 6, 2023
Dataset authored and provided by
Mayor's Office of Housing
License

ODC Public Domain Dedication and Licence (PDDL) v1.0http://www.opendatacommons.org/licenses/pddl/1.0/
License information was derived automatically

Description

This data, maintained by the Mayor’s Office of Housing (MOH), is an inventory of all income-restricted units in the city. This data includes public housing owned by the Boston Housing Authority (BHA), privately- owned housing built with funding from DND and/or on land that was formerly City-owned, and privately-owned housing built without any City subsidy, e.g., created using Low-Income Housing Tax Credits (LIHTC) or as part of the Inclusionary Development Policy (IDP). Information is gathered from a variety of sources, including the City's IDP list, permitting and completion data from the Inspectional Services Department (ISD), newspaper advertisements for affordable units, Community Economic Development Assistance Corporation’s (CEDAC) Expiring Use list, and project lists from the BHA, the Massachusetts Department of Housing and Community Development (DHCD), MassHousing, and the U.S. Department of Housing and Urban Development (HUD), among others. The data is meant to be as exhaustive and up-to-date as possible, but since many units are not required to report data to the City of Boston, MOH is constantly working to verify and update it. See the data dictionary for more information on the structure of the data and important notes. The database only includes units that have a deed-restriction. It does not include tenant-based (also known as mobile) vouchers, which subsidize rent, but move with the tenant and are not attached to a particular unit. There are over 22,000 tenant-based vouchers in the city of Boston which provide additional affordability to low- and moderate-income households not accounted for here. The Income-Restricted Housing report can be directly accessed here:
https://www.boston.gov/sites/default/files/file/2023/04/Income%20Restricted%20Housing%202022_0.pdf

Learn more about income-restricted housing (as well as other types of affordable housing) here: https://www.boston.gov/affordable-housing-boston#income-restricted

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