AndreaBozzo/ceres-open-data-index huggingface dataset:
Moving to Work (MTW) Participating Agencies

This feature service provides location data for Public Housing Authorities (PHAs) administrative offices of housing authorities participating in the Moving to Work (MTW) demonstration program, and that data is derived from the U.S. Department of Housing and Urban Development's (HUD's) enterprise geocoding service. Point layer denoting the locations of offices for PHAs participating in HUD's MTW Demonstration Program.

Tags: community-development-programs, hud, hud-offical-content, moving-to-work, mtw, pha, pih, public-and-indian-housing, public-housing-authorities, us-department-of-housing-and-urban-development
Organization: Department of Housing and Urban Development
Metropolitan Area Look-Up

This system provides the user with a facility to select a state and county combination to determine if the selected county is part of an Office of Management and Budget (OMB) defined Core Based Statistical Area (CBSA). The system has been updated with OMB area definitions published for FY 2009.

Tags: cbsa, core-based-statistical-area, geography-assistant, metropolitan-area-county
Organization: Department of Housing and Urban Development
Low-Income Housing Tax Credit (LIHTC) Qualified Census Tracts

A Qualified Census Tract (QCT) is any census tract (or equivalent geographic area defined by the Census Bureau) in which at least 50% of households have an income less than 60% of the Area Median Gross Income (AMGI). HUD has defined 60% of AMGI as 120% of HUD's Very Low Income Limits (VLILs), which are based on 50% of area median family income, adjusted for high cost and low income areas.

Tags: 2011, boundaries, census, housing, lihtc, low-income-housing-tax-credit, metropolitan-statistical-areas, msa, pmsa, polygon, population, primary-metropolitan-statistical-areas, puerto-rico, qct, qualified-census-tracts, society, united-states
Organization: Department of Housing and Urban Development
Low-Income Housing Tax Credit (LIHTC) Qualified Census Tracts

This dataset provides data on Qualified Census Tracts for the Low-Income Housing Tax Credit Program for 2025. LIHTC Qualified Census Tracts, as defined under the section 42(d)(5)(B) of the of the Internal Revenue Code of 1986, include any census tract (or equivalent geographic area defined by the Bureau of the Census) in which at least 50 percent of households have an income less than 60 percent of the Area Median Gross Income (AMGI), or which has a poverty rate of at least 25 percent. Maps of Qualified Census Tracts and Difficult Development Areas are available at: huduser.gov/sadda/sadda_qct.html.

Tags: and-administrative-and-statistical-boundaries, and-u-s-island-areas, boundaries, community-development-programs, economy, governmental-units, hud, hud-official-content, lihtc, location, low-income-housing-tax-credit, pdr, policy-development-and-research, puerto-rico, qct, qualified-census-tracts, society, u-s-department-of-housing-and-urban-development, united-states
Organization: Department of Housing and Urban Development
Low-Income Housing Tax Credit (LIHTC) Qualified Census Tract (QCT)

The Low-Income Housing Tax Credit (LIHTC) is the most important resource for creating affordable housing in the United States today. The LIHTC database, created by HUD and available to the public since 1997, contains information on 48,672 projects and 3.23 million housing units placed in service since 1987.

Low-Income Housing Tax Credit Qualified Census Tracts must have 50 percent of households with incomes below 60 percent of the Area Median Gross Income (AMGI) or have a poverty rate of 25 percent or more. Difficult Development Areas (DDA) are areas with high land, construction and utility costs relative to the area median income and are based on Fair Market Rents, income limits, the 2010 census counts, and 5-year American Community Survey (ACS) data.

Tags: difficult-development-areas, lihtc, low-income-housing-tax-credit, qct, qualified-census-tracts
Organization: Department of Housing and Urban Development
Low-Income Housing Tax Credit (LIHTC) Properties

The Low-Income Housing Tax Credit (LIHTC) property locations depicted in this map service represent the general location of the property. The locations of individual buildings associated with each property are not depicted here. The location of the property is derived from the address of the building with the most units. Location data for HUD-related properties and facilities are derived from HUD's enterprise geocoding service. The LIHTC database contains information on 40,502 projects and almost 2.6 million housing units placed in service since 1987.

Tags: and-u-s-island-areas, boundaries, cpd, economy, housing, hrl, hud, hud-official-content, internal-revenue-service, irs, lihtc, location, low-income-housing-tax-credit, ngda, puerto-rico, real-property, society, u-s-department-of-housing-and-urban-development, united-states
Organization: Department of Housing and Urban Development
Low-Income Housing Tax Credit (LIHTC) Difficult to Develop Areas

A Difficult Development Area (DDA) for the Low Income Housing Tax Credit program is an area designated by the U.S. Department of Housing and Urban Development (HUD) with high construction, land, and utility costs relative to its Area Median Gross Income (AMGI). All designated DDAs in Metropolitan Statistical Areas (MSA) or Primary Metropolitan Statistical Areas (PMSA) may not contain more than 20% of the aggregate population of all MSAs/PMSAs, and all designated areas not in metropolitan areas may not contain more than 20% of the aggregate population of the non-metropolitan counties.

Tags: 2011, boundaries, census, dda, difficult-development-area, housing, lihtc, low-income-housing-tax-credit, metropolitan-statistical-areas, msa, pmsa, polygon, population, primary-metropolitan-statistical-areas, puerto-rico, society, united-states
Organization: Department of Housing and Urban Development
Low-Income Housing Tax Credit (LIHTC) Difficult Development Areas

This service provides spatial data and information on Difficult Development Areas (DDAs) used for the Low Income Housing Tax Credit program. DDAs are designated by U.S. Department of Housing and Urban Development (HUD) and defined in statute as areas with high construction, land, and utility costs relative to its Area Median Gross Income (AMGI).  DDAs in metropolitan areas are designated along Census ZIP Code Tabulation Area (ZCTA) boundaries.  DDAs in non-metropolitan areas are designated along county boundaries.  DDAs may not contain more than 20% of the aggregate population of metropolitan and non-metropolitan areas, which are designated separately.

Tags: community-development-programs, dda, difficult-development-areas, hud, hud-official-content, lihtc, low-income-housing-tax-credit, polygon, qct, qualified-census-tracts, u-s-department-of-housing-and-urban-development
Organization: Department of Housing and Urban Development
Low to Moderate Income Population by Tract

This service identifies U.S. Census Tracts in which 51% or more of the households earn less than 80 percent of the Area Median Income (AMI). The Community Development Block Grant (CDBG) program requires that each CDBG funded activity must either principally benefit low- and moderate-income persons, aid in the prevention or elimination of slums or blight, or meet a community development need having a particular urgency because existing conditions pose a serious and immediate threat to the health or welfare of the community and other financial resources are not available to meet that need. With respect to activities that principally benefit low- and moderate-income persons, at least 51 percent of the activity's beneficiaries must be low and moderate income.

Tags: ami, area-median-income, community-development-programs, hud, hud-official-content, low-mod, low-to-moderate-income-areas, tracts, u-s-department-of-housing-and-urban-development
Organization: Department of Housing and Urban Development
Low to Moderate Income Population by Block Group

This service identifies U.S. Census Block Groups in which 51% or more of the households earn less than 80 percent of the Area Median Income (AMI). The Community Development Block Grant (CDBG) program requires that each CDBG funded activity must either principally benefit low- and moderate-income persons, aid in the prevention or elimination of slums or blight, or meet a community development need having a particular urgency because existing conditions pose a serious and immediate threat to the health or welfare of the community and other financial resources are not available to meet that need. With respect to activities that principally benefit low- and moderate-income persons, at least 51 percent of the activity's beneficiaries must be low and moderate income.

Tags: ami, and-administrative-and-statistical-boundaries, and-u-s-island-areas, area-median-income, block-group, boundaries, community-development-programs, economy, governmental-units, hud, hud-official-content, location, low-mod, low-to-moderate-income-areas, puerto-rico, society, u-s-department-of-housing-and-urban-development, united-states
Organization: Department of Housing and Urban Development
Low and Moderate Income Areas

This dataset and map service provides information on the U.S. Housing and Urban Development's (HUD) low to moderate income areas. The term Low to Moderate Income, often referred to as low-mod, has a specific programmatic context within the Community Development Block Grant (CDBG) program. Over a 1, 2, or 3-year period, as selected by the grantee, not less than 70 percent of CDBG funds must be used for activities that benefit low- and moderate-income persons. HUD uses special tabulations of Census data to determine areas where at least 51% of households have incomes at or below 80% of the area median income (AMI). This dataset and map service contains the following layer.

Tags: 2011, boundaries, census, housing, low-and-moderate-income, low-mod, low-to-moderate-income, polygon, population, puerto-rico, society, tract, united-states
Organization: Department of Housing and Urban Development
Low Vacancy Areas - Set-Aside Tenant Protection Vouchers

The Department of Housing and Urban Development identifies low-vacancy areas for purposes of funding the Tenant-Protection Vouchers (TPVs) set-aside for certain at-risk households in low-vacancy areas. The Department has set low-vacancy areas at the county level. Low-vacancy areas are set at the county level using occupancy rates for public housing and multifamily assisted properties. Occupancy data at the project level are obtained from the most recent Picture of Subsidized Households Report. For the purposes of the TPV set-aside, a low-vacancy area is defined to be an area with an occupancy rate for public housing and multifamily assisted properties greater than or equal to 90 percent.

Tags: county, hud, hud-official-content, occupancy, pih, polygon, tenant-protection-vouchers, u-s-department-of-housing-and-urban-development
Organization: Department of Housing and Urban Development
Low Transportation Cost Index

The Low Transportation Cost Index is based on estimates of transportation expenses for a 3-person single-parent family earning 50% of the median income for renters in the surrounding region (i.e. Core-Based Statistical Area). The estimates come from the Location Affordability Index (LAI). The data correspond to those for household type 6 as noted in the LAI data dictionary. More specifically, among this household type, we model transportation costs as a percent of income for renters. Neighborhoods are defined as census tracts. The LAI data do not contain transportation cost information for Puerto Rico.

Tags: economic-development, fair-housing, hud, hud-official-content, low-transportation-cost-index, tract, u-s-department-of-housing-and-urban-development
Organization: Department of Housing and Urban Development
Location Affordability Index v.3

The Location Affordability Index (LAI) helps to better understand the combined cost of housing and transportation. First launched by the U.S. Department of Housing and Urban Development (HUD) and Department of Transportation (DOT) in November 2013, the LAI provides ubiquitous, standardized household housing and transportation cost estimates for all 50 states and the District of Columbia. Because what is affordable is different for everyone, users can choose among eight household profiles—which vary by household income, size, and number of commuters—and see the impact of the built environment on affordability in a given location while holding household demographics constant.

Tags: community-planning-and-development, cpd, dot, hud, hud-official-content, lai, location-affordability, us-department-of-housing-and-urban-development, us-department-of-transportation
Organization: Department of Housing and Urban Development
Location Affordability Index v 2.0

The Location Affordability Index (LAI) helps to better understand the combined cost of housing and transportation. First launched by the U.S. Department of Housing and Urban Development (HUD) and Department of Transportation (DOT) in November 2013, the LAI provides ubiquitous, standardized household housing and transportation cost estimates at the Census block-group level for the majority of the populated area of the United States. Because what is affordable is different for everyone, users can choose among eight household profiles—which vary by household income, size, and number of commuters—and see the impact of the built environment on affordability in a given neighborhood location while holding household demographics constant.

Tags: community-planning-and-development, cpd, dot, hud, hud-official-content, lai, location-affordability, us-department-of-housing-and-urban-development, us-department-of-transportation
Organization: Department of Housing and Urban Development
Location Affordability Index v 1.0

The Location Affordability Index (LAI) helps to better understand the combined cost of housing and transportation. The LAI estimates the percentage of a family’s income dedicated to the combined cost of housing and transportation in a given location. Because what is “affordable” is different for everyone, users can choose among a diverse set of family profiles—which vary by household income, size, and number of commuters—and see the affordability landscape for each in a given neighborhood, city, or region.

Tags: community-planning-and-development, cpd, dot, hud, hud-official-content, lai, location-affordability, us-department-of-housing-and-urban-development, us-department-of-transportation
Organization: Department of Housing and Urban Development
Local Employment Dynamics (LED) for UGLG Grantee Areas

Denotes Local Employment Dynamics (LED) data relative to Unit of General Local Government (UGLG) grantee areas. The LED Partnership is a voluntary federal-state enterprise created for the purpose of merging employee, and employer data to provide a set of enhanced labor market statistics known collectively as Quarterly Workforce Indicators (QWI). The QWI are a set of economic indicators including employment, job creation, earnings, and other measures of employment flows.

Tags: community-development-programs, community-planning-and-development, cpd, hud, hud-official, hud-official-content, led, local-employment-dynamics, quarterly-workforce-indicators, qwi, u-s-department-of-housing-and-urban-development, uglg, unit-of-general-local-government
Organization: Department of Housing and Urban Development
Local Employment Dynamics (LED) for HOPWA Grantee Areas

This dataset denotes Local Employment Dynamics (LED) data relative to HOPWA grantee areas. The LED Partnership is a voluntary federal-state enterprise created for the purpose of merging employee, and employer data to provide a set of enhanced labor market statistics known collectively as Quarterly Workforce Indicators (QWI). The QWI are a set of economic indicators including employment, job creation, earnings, and other measures of employment flows.

Tags: community-development-programs, community-planning-and-development, cpd, h_, hopwa, housing-opportunities-for-persons-with-aids, hud, hud-official-content, led, local-employment-dynamics, quarterly-workforce-indicators, qwi, u-s-department-of-housing-and-urban-development
Organization: Department of Housing and Urban Development
Local Employment Dynamics (LED) for HOME Grantee Areas

This dataset denotes Local Employment Dynamics (LED) data relative to Grantee areas for the Home Investment Partnership (HOME) Program. The LED Partnership is a voluntary federal-state enterprise created for the purpose of merging employee, and employer data to provide a set of enhanced labor market statistics known collectively as Quarterly Workforce Indicators (QWI). The QWI are a set of economic indicators including employment, job creation, earnings, and other measures of employment flows.

Tags: community-development-programs, community-planning-and-development, cpd, grantee-areas, home, home-investment-partnership-program, hud, hud-official-content, led, local-employment-dynamics, quarterly-workforce-indicators, qwi, u-s-department-of-housing-and-urban-development
Organization: Department of Housing and Urban Development
Local Employment Dynamics (LED) for ESG Areas

This dataset denotes Local Employment Dynamics (LED) data relative to Emergency Solutions Grantee (ESG) areas. The LED Partnership is a voluntary federal-state enterprise created for the purpose of merging employee, and employer data to provide a set of enhanced labor market statistics known collectively as Quarterly Workforce Indicators (QWI). The QWI are a set of economic indicators including employment, job creation, earnings, and other measures of employment flows.

Tags: community-development-programs, community-planning-and-development, cpd, emergency-solutions-grants, esg, hud, hud-official-content, led, local-employment-dynamics, quarterly-workforce-indicators, qwi, u-s-department-of-housing-and-urban-development
Organization: Department of Housing and Urban Development
Local Employment Dynamics (LED) for COC Grantee Areas

This datset denotes Local Employment Dynamics (LED) data relative to Grantee areas for the Continuum of Care (CoC) Program. The LED Partnership is a voluntary federal-state enterprise created for the purpose of merging employee, and employer data to provide a set of enhanced labor market statistics known collectively as Quarterly Workforce Indicators (QWI). The QWI are a set of economic indicators including employment, job creation, earnings, and other measures of employment flows.

Tags: coc, community-development-programs, community-planning-and-development, continuum-of-care, cpd, hud, hud-official-content, led, local-employment-dynamics, quarterly-workforce-indicators, qwi, u-s-department-of-housing-and-urban-development
Organization: Department of Housing and Urban Development
Local Employment Dynamics (LED) for CDBG Grantee Areas

This dataset denotes Local Employment Dynamics (LED) data relative to Grantee areas for the Community Development Block Grant (CDBG) Program. The LED Partnership is a voluntary federal-state enterprise created for the purpose of merging employee, and employer data to provide a set of enhanced labor market statistics known collectively as Quarterly Workforce Indicators (QWI). The QWI are a set of economic indicators including employment, job creation, earnings, and other measures of employment flows.

Tags: cdbg, community-development-block-grant, community-development-program, community-planning-and-development, cpd, grantee-areas, hud, led, local-employment-dynamics, quarterly-workforce-indicators, qwi, u-s-department-of-housing-and-urban-development
Organization: Department of Housing and Urban Development
Labor Market Engagement Index

The Labor Market Engagement Index provides a summary description of the relative intensity of labor market engagement and human capital in a neighborhood. This is based upon the level of employment, labor force participation, and educational attainment in a census tract. Formally, the labor market index is a linear combination of three standardized vectors: unemployment rate, labor-force participation rate, and percent with a bachelor’s degree or higher.

Tags: economic-development, fair-housing, hud, hud-official-content, labor-market-engagement-index, polygon, tract, u-s-department-of-housing-and-urban-development
Organization: Department of Housing and Urban Development
Jobs Proximity Index 2020

The Jobs Proximity Index quantifies the accessibility of a given residential neighborhood (Census Block Group) as a function of its distance to all job locations within a CBSA, with larger employment centers weighted more heavily. Specifically, a gravity model is used, where the accessibility (Ai) of a given residential block- group is a summary description of the distance to all job locations, with the distance from any single job location positively weighted by the size of employment (job opportunities) at that location and inversely weighted by the labor supply (competition) to that location.

Tags: administrative-and-statistical-boundaries, affh, and-u-s-island-areas, boundaries, economy, fair-housing, governmental-units, hud, hud-official-content, jobs-proximity-index, location, puerto-rico, society, u-s-department-of-housing-and-urban-development, united-states
Organization: Department of Housing and Urban Development
Jobs Proximity Index

The Jobs Proximity Index quantifies the accessibility of a given residential neighborhood (Census Block Group) as a function of its distance to all job locations within a CBSA, with larger employment centers weighted more heavily. Specifically, a gravity model is used, where the accessibility (Ai) of a given residential block- group is a summary description of the distance to all job locations, with the distance from any single job location positively weighted by the size of employment (job opportunities) at that location and inversely weighted by the labor supply (competition) to that location.

Tags: affh, fair-housing, hud, hud-official-content, jobs-proximity-index, u-s-department-of-housing-and-urban-development
Organization: Department of Housing and Urban Development
Housing Opportunities for Persons with AIDS (HOPWA) Performance Profiles

HOPWA Performance Profiles are generated quarterly for all agencies receiving HOPWA formula or competitive grants. Performance Profiles are available at the national level and by individual grantee. Competitive grantees may have multiple grants at a given time, therefore some competitive grantees have more than one report per year. For a given year, the most recent quarterly report replaces the previous quarterly report. The national HOPWA performance profiles represent data as received by HUD HQ. Under the Consolidated Plan process, at the end of that program year, formula grantees compile information on housing outputs and client outcomes from all project sponsors and submit a HOPWA grantee summary (within 90 days) to HUD's area field office and the HQ Office of HIV/AIDS Housing. The HOPWA section is also part of their CAPER report that provides public information on their formula program accomplishments. Grantees also report related project and client data in a HOPWA beneficiary worksheet (pending related enhancements to IDIS for this information) on the assistance provided to beneficiaries during this operating period. Similarly, HOPWA competitive renewal grants report at the end of each of their contract years in Annual Progress Reports (APR). Program operating years vary by grant. By contrast, data on expenditures is tracked in a live manner, based on current disbursements filed with the Department's accounting systems. Note: Data collection and validation actions are pending with some reports. Profiles with no data mean that the grantee has yet to submit their performance report.

Tags: annual, apr, caper, consolidated, hiv-aids, hopwa, housing, office, performance, plan, profiles, progress, reports
Organization: Department of Housing and Urban Development