Research & Academia

Resources and tools supporting flood resilience and adaptation policy at local, state, and federal levels.

National housing data including household characteristics and housing quality via Public Use Files and an online table creator.

Apartment List Research provides original research, analysis, and data on the U.S. rental market. It offers insights into rental trends and housing market dynamics.

ArcGIS Business Analyst is Esri’s location-based market and community intelligence software. It combines demographic, business, lifestyle, spending, and census data with map-based analytics.

Curated marketplaces with 400,000+ premium, ultra-premium, and modern-extension domains plus domain registration and brokerage services.

Student housing market data covering 130 markets, 3,200+ properties, 500,000 units, and 1 million beds with rental, sales, and vacancy info.

The FDIC provides searchable databases for information on specific banks, their branches, and the banking industry. It offers various reports and data sets related to financial institutions.

Quarterly Call Report data with 525+ bank performance metrics via tables, charts, and reports for trend analysis.

California property tax assessment data from county assessors.

Detailed demographic, social, and economic data via API.

Geographic boundaries and features for all US census geography.

Property tax assessment data including actual values, assessment rates, and taxing entities for Colorado properties.

Official property assessment data for parcels in Cook County, Illinois.

Official property tax assessment records from county assessor offices nationwide.

The LA County eGIS Program provides geospatial data and technology to support Los Angeles County's vision.

Open access to Los Angeles County data on homelessness, justice, sustainability, poverty, child protection, and more via web platform.

Access 531,820 open datasets from U.S. federal agencies via searchable catalog for research, app development, and visualization.

Data.gov catalogs US government datasets tagged with LIHTC, including formats like JSON, XML, CSV, and HTML.

Dateno provides access to over 22 million open datasets globally. It offers both manual data search and API integration for data extraction.

REIT market data and performance benchmarks covering U.S. real estate sectors including self-storage.

Unit-level final asking rent data from 17M+ residential listings sourced directly from property management systems nationwide.

Environmental data on toxic releases, Superfund sites, water and air quality via EPA API and bulk downloads nationwide.

No accessible financial report data available from the FFIEC NPW Financial Report resource.

Official US single-family house price indices from FHFA available via bulk download and CSV.

API providing real-time data to identify if loans are owned by Fannie Mae for refinance and underwriting eligibility.

Federal Land Records provides access to federal land conveyance records, including historical documents and current interactive mapping tools.

Federal real property data including location, usage, and status for government-owned assets via bulk download.

Property-level physical climate risk data on flood, wildfire, and wind hazards via API and open data for real estate assets worldwide.

Financial modeling and research on physical climate risks impacting real estate investments and insurance costs.

Financial climate risk data analyzing physical risks impacting real estate investments and insurance costs.

Assessment and property tax data from Florida county appraisers via online search interface.

Monthly house price indices at national, state, and metro levels from Freddie Mac.

Weekly average mortgage rates for 30-year and 15-year fixed loans across the US.

HUD-eGIS Storefront offers access to HUD's geospatial datasets, mapping tools, and APIs covering housing and urban development programs.

Predictive analytics, real-time market data, and company-level intelligence for commercial real estate and infrastructure.

Loan-level mortgage application and origination data reported by financial institutions nationwide.

Annual 40th percentile rental cost estimates by metro area and county for HUD housing programs via API and bulk download.

Housing data including Fair Market Rents, Income Limits, Public Housing, and Section 8 information nationwide.

Self-storage market data including unit sizes, prices, amenities, and safety features via a web platform.

Reports and articles on hotel industry labor costs, wage trends, and productivity with email report subscriptions.

The Housing Vacancies and Homeownership program provides current information on rental and homeowner vacancy rates. It also includes characteristics of units available for occupancy.

Performance insights and benchmarking data for millions of vacation rental properties and hotels worldwide via platform and API.

Access to air quality, market research, land use, water, and real estate data via platform and APIs.

GIS data for LA County unincorporated areas available for download and web use via ArcGIS services.

The LIHTC Mapping Tool provides data on Low-Income Housing Tax Credit (LIHTC) properties.

Official property assessment records for parcels in Los Angeles County.

Interactive map viewer displaying geographic, zoning, and climate risk data for Los Angeles County.

Daily private asset indexes and analytics covering public and private markets worldwide via web platform and API.

Commercial real estate data and analytics on asset performance, risk, and market transactions across 170+ countries via platform and bulk data.

Research and data on land use, taxation, and stewardship including manufactured housing and mobile home parks.

Official assessor records for taxable property in Maricopa County, Arizona.

Credit risk models and market data for commercial real estate delivered via platform and API with global coverage.

The requested page was not found on the MBA.org website. The site indicates that some pages have been moved due to reorganization.

Loan-level mortgage data for the U.S. market, available via API and bulk download with privacy protections.

Housing market statistics including existing home sales, inventory, median prices, and regional data nationwide.

NMLS Consumer Access is a free service for consumers to confirm that financial-services companies or professionals are authorized to conduct business in their state.

Coastal elevation, bathymetry, and topographic data for US coastal areas via bulk download.

Property tax, assessed values, tax class, exemptions, and parcel details for all New York City properties.

The Neighborhood Atlas hosts the Area Deprivation Index (ADI), a measure of neighborhood disadvantage used to evaluate factors impacting health across populations.

U.S. real estate location data by neighborhood, city, ZIP code, and state for market analysis and site selection.

National and regional data on new privately-owned housing units authorized, started, under construction, and completed.

Free Industry Data Model with definitions for 150+ real estate use cases supporting data standards and digital transformation.

Resources and guidance on Opportunity Zones investment and regional economic development strategies.

Tracks private equity investments and impacts in manufactured housing and mobile home parks across the US.

PolicyMap provides data and mapping tools for understanding communities and markets. It offers access to thousands of datasets for exploration, mapping, and analysis.

Global real estate market data and intelligence delivered via platform and scalable bulk data solutions.

The Primary Mortgage Market Survey (PMMS) provides weekly U.S. mortgage rate averages. Results are based on mortgage rates collected from loan applications submitted to Freddie Mac.

Downloadable weekly and monthly housing market data including home sales, prices, inventory, and market trends nationwide.

Rental market data and neighborhood insights including rental price trends, complaint reports, and demographic analyses across US cities.

Abt Global created a Merged LIHTC Database to analyze rental housing supported by the Low-Income Housing Tax Credit (LIHTC) Program.

Market data and industry news on manufactured housing and mobile home parks nationwide.

The Residential Energy Consumption Survey (RECS) provides data on household characteristics and energy usage for primary residences in the United States.

Human-verified industry data and insights for Residential RV & Trailer Park Operators via API and integrations.

Compliance reporting and analysis platform for HMDA, CRA, SBL/1071 with data cleaning, validation, submission, and reporting tools.

Open-access rural housing data including USDA rural development housing assets via web portal and API.

Financial and market data including banking, private markets, and sustainability via platform and API nationwide.

Social Explorer offers demographic, crime, health, election, and business data with mapping tools for the US, Canada, UK, Ireland, and Europe.

The State HFA Factbook compiles program activity data from state housing finance agencies (HFAs). It provides data on HFA program results and operations.

Property tax data including school district values, appraisal district info, and tax rates for properties across Texas.

Comprehensive demographic, housing, and economic data for all US areas.

This dataset provides property characteristics for over 155 million parcels across the United States, covering both residential and commercial properties.

Elevation, hydrography, transportation, boundary, and parcel data for the US via API and bulk download.

Zillow Housing Data provides various metrics related to home values, forecasts, rentals, and sales. It includes data such as the Zillow Home Value Index (ZHVI) and Zillow Observed Rent Index (ZORI).

Housing market data including active and sold listings, median prices, days on market, and inventory levels nationwide.

Rental market data including rent, search, and inventory insights for US and Canada via blog articles and reports.

Provides datasets and tools analyzing neighborhood conditions affecting child opportunity and racial/ethnic equity across U.S. communities.