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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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Graph and download economic data for Housing Inventory: Median Listing Price in Massachusetts (MEDLISPRIMA) from Jul 2016 to Oct 2025 about MA, listing, median, price, and USA.
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Graph and download economic data for All-Transactions House Price Index for Massachusetts (MASTHPI) from Q1 1975 to Q3 2025 about MA, appraisers, HPI, housing, price index, indexes, price, and USA.
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Number of Instances: 506
Number of Attributes: 13 numeric/categorical predictive. The Median Value (attribute 14) is the target.
Attribute Information (in order): 1. CRIM per capita crime rate by town 2. ZN proportion of residential land zoned for lots over 25,000 sq.ft. 3. INDUS proportion of non-retail business acres per town 4. CHAS Charles River dummy variable (= 1 if tract bounds river; 0 otherwise) 5. NOX nitric oxides concentration (parts per 10 million) 6. RM average number of rooms per dwelling 7. AGE proportion of owner-occupied units built prior to 1940 8. DIS weighted distances to five Boston employment centres 9. RAD index of accessibility to radial highways 10. TAX full-value property-tax rate per $10,000 11. PTRATIO pupil-teacher ratio by town 12. B 1000(Bk - 0.63)^2 where Bk is the proportion of blacks by town 13. LSTAT % lower status of the population 14. PRICE Median value of owner-occupied homes in $1000's
Missing Attribute Values: None
Creator: Harrison, D. and Rubinfeld, D.L.
This is a copy of UCI ML housing dataset. This dataset was taken from the StatLib library which is maintained at Carnegie Mellon University. You can find the original research paper here.
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All-Transactions House Price Index for Massachusetts was 1295.16000 Index 1980 Q1=100 in April of 2025, according to the United States Federal Reserve. Historically, All-Transactions House Price Index for Massachusetts reached a record high of 1295.16000 in April of 2025 and a record low of 66.46000 in April of 1975. Trading Economics provides the current actual value, an historical data chart and related indicators for All-Transactions House Price Index for Massachusetts - last updated from the United States Federal Reserve on October of 2025.
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Comprehensive dataset containing 62 verified Low income housing program businesses in Massachusetts, United States with complete contact information, ratings, reviews, and location data.
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Housing Inventory: Median Days on Market in Massachusetts was 39.00000 Level in October of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market in Massachusetts reached a record high of 89.00000 in January of 2017 and a record low of 17.00000 in April of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Days on Market in Massachusetts - last updated from the United States Federal Reserve on December of 2025.
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Comprehensive dataset containing 333 verified Housing complex businesses in Massachusetts, United States with complete contact information, ratings, reviews, and location data.
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Housing Inventory: Median Home Size in Square Feet Year-Over-Year in Massachusetts was -1.26% in September of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Home Size in Square Feet Year-Over-Year in Massachusetts reached a record high of 7.79 in February of 2023 and a record low of -11.08 in May of 2021. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Home Size in Square Feet Year-Over-Year in Massachusetts - last updated from the United States Federal Reserve on November of 2025.
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Housing Inventory: Median Home Size in Square Feet Month-Over-Month in Massachusetts was -0.78% in September of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Home Size in Square Feet Month-Over-Month in Massachusetts reached a record high of 4.75 in May of 2022 and a record low of -4.54 in September of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Home Size in Square Feet Month-Over-Month in Massachusetts - last updated from the United States Federal Reserve on November of 2025.
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Housing Inventory: Median Home Size in Square Feet in Massachusetts was 1817.00000 Level in October of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Home Size in Square Feet in Massachusetts reached a record high of 2000.00000 in May of 2019 and a record low of 1684.00000 in November of 2021. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Home Size in Square Feet in Massachusetts - last updated from the United States Federal Reserve on November of 2025.
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Housing unit estimates, Census Bureau 2004
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TwitterFinancial overview and grant giving statistics of Southeastern Massachusetts Affordable Housing Corporation
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Graph and download economic data for Housing Inventory: Active Listing Count in Massachusetts (ACTLISCOUMA) from Jul 2016 to Oct 2025 about MA, active listing, listing, and USA.
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View quarterly updates and historical trends for Massachusetts House Price Index. Source: Federal Housing Finance Agency. Track economic data with YCharts…
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View yearly updates and historical trends for Boston-Cambridge-Newton, MA-NH Housing Affordability Index. Source: National Association of Realtors. Track …
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Comprehensive dataset containing 2 verified Housing businesses in Massachusetts, United States with complete contact information, ratings, reviews, and location data.
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Housing Inventory: New Listing Count Year-Over-Year in Massachusetts was -1.27% in October of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: New Listing Count Year-Over-Year in Massachusetts reached a record high of 59.19 in April of 2021 and a record low of -49.17 in April of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: New Listing Count Year-Over-Year in Massachusetts - last updated from the United States Federal Reserve on November of 2025.
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Graph and download economic data for All-Transactions House Price Index for Boston, MA (MSAD) (ATNHPIUS14454Q) from Q3 1977 to Q3 2025 about Boston, MA, appraisers, HPI, housing, price index, indexes, price, and USA.
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TwitterODC Public Domain Dedication and Licence (PDDL) v1.0http://www.opendatacommons.org/licenses/pddl/1.0/
License information was derived automatically
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