Research & consulting

Comprehensive commercial real estate data and analytics.

Nationwide commercial real estate listings and market data for office, industrial, retail, and coworking spaces.

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

California property tax assessment data from county assessors.

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

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

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

Official property assessment records for parcels in Los Angeles County.

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

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

Yardi Matrix provides market intelligence for commercial real estate. It offers analysis of current market conditions at micro and macro levels.

AirDNA provides short-term rental data and analytics for hosts and investors. It offers insights into market performance and property earning potential.

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.

RentCast provides real-time rental property data and market insights. It allows users to look up rent prices and track rental portfolios.

Walk Score Professional provides tools and data for assessing neighborhood walkability, public transit access, and travel times.

1–10 ratings for public schools based on student progress, test scores, and college readiness across all 50 US states and D.C.

Probability tools for crime, fire, hail, and water claims delivered via API and web platform for location-based risk analysis.

API providing detailed, human-readable neighborhood profiles with descriptive location-based content.

ATTOM's Neighborhood Data offers local area details including points of interest, crime stats, weather, unemployment rates, and transit routes by city and zip.

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.

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

Parcel-level ownership, deed, and recorded document data for 150M+ US properties via web platform and API.

TitleFlex is a solution for title companies that combines farm building, property profile generation, and customer service.

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

Credit risk data on $2.3T single-family mortgage loans retained by Fannie Mae, accessible via Data Dynamics platform.

Shovels provides building permit and contractor intelligence, turning fragmented permit data into actionable insights using AI.

Weekly housing market data and reports broken down by ZIP Code and market quartiles via web platform and API.

Crexi is a commercial real estate platform offering nationwide listings for sale, lease, and auction with property data and comps.

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

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

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

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.

Verified, standardized property and address data with pre-geocoded records linked to 200+ attributes and datasets including parcels, POIs, and demographics.

SafeGraph provides clean, high-quality places data for analytics, models, and location products. It offers point of interest data, precise polygons, and structured geocoded address data.

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

Property tax search tools, tax certificate purchases, GIS mapping, and tax appeal software for Texas real estate professionals.

RealEstateAPI provides access to property records, MLS listings, and historical sales data. It offers advanced search capabilities and tools for portfolio management.

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

DealGround provides commercial real estate data with 62M+ properties, including tenant info, transaction history, and ownership contacts.

Daily multifamily rental and lease comp data covering 40M units via web platform for market surveys and revenue management.

NeighborhoodScout delivers neighborhood-level crime, demographic, housing, school, and real estate trend data across the U.S. for investment and appraisal.

ATTOM's Property Data API provides access to real estate datasets for over 158 million U.S. properties. It offers data on ownership, valuations, mortgage, demographics, and market trends.

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.

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.

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

Tax Sale Resources provides tools for tax sale investment, including research, management, financing, and trade services.

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

Datasets on USDA Rural Development programs including single-family and multi-family housing, loan turn times, and resale properties.

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

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

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

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

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

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

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

Global POI data with 100M+ venues, 50+ attributes per location, updated continuously via API and data feeds.

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

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

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

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

Cloud integration, AI, and IoT solutions providing real-time data insights and legacy system modernization for state and local governments.

Investment portfolio of companies providing real estate software, retail leasing, home valuations, and commercial property operations data.

Custom development of web, mobile, and AI applications including front-end, back-end, and UI/UX design services.

PropertyShark provides residential and commercial real estate data and tools for property research and analysis.

Exchange Data provides real estate data that includes detailed information and insights related to the housing and property market.

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

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

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

RealFoundations is a global professional services firm that provides consulting and managed services to real estate companies.

Project management, training, and support for Yardi software plus investment management platform consulting for real estate firms.

Location intelligence data for market planning, site selection, and site performance with analytics and mapping tools.

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

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

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

Public datasets on city finances, public safety, housing, infrastructure, and more for Los Angeles via web platform.

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

Real-time geospatial and city data for Los Angeles via Open Data Portal and GeoHub platforms.

GIS maps and data layers for electoral districts, precincts, streets, and geographic boundaries in Los Angeles County.

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

This is an open data feature service providing parcel ownership information for the Town of West Springfield.

Property-level performance and market data for 3,000+ student housing properties across 280+ US markets.

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

NIC MAP is a senior housing data and analytics platform.

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

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

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

Directory of hospitality industry vendors searchable by technology categories and compliance designations nationwide.

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

Parcel-level zoning data and intelligence with 3D mapping and property research tools for municipal zoning management.

Real-time property data on home value, equity, and mortgage status for 98% of US homes via API and platform.

Big data and AI-driven market intelligence and predictive analytics for retail, industrial, and B2B sectors across 20 countries.

Flood zone and flood risk data delivered via API for properties across the United States.

Flood hazard zone data from FEMA integrated with nationwide parcel and location datasets.

Flood insurance education, training, and resources for agents and community leaders with flood zone data.

Flood zone mapping and spatial analytics using ArcGIS GIS software for geographic data integration and visualization.

Flood risk and hazard data modeling for the USA validated against FEMA flood hazard catalogue.

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

AI-powered system providing floodplain, stormwater, code enforcement, and grant management data for resilient operations.

Parcel-level FEMA flood zone and geospatial risk data delivered via API for flood risk underwriting and analytics.

Bulk data providing neighborhood and location intelligence including flood zone information.

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

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

Climate-related risk data and tools to assess hazards like flooding, drought, and extreme weather for community resilience planning.

Flood hazard data providing insights on flood risk and flood zones across the US.

Flood risk data and flood insurance information based on official FEMA flood maps and guidelines.

Federal infrastructure permitting and environmental review data for large projects via an online dashboard and API.

Policy-grounded intelligence integrated into city permitting processes to guide applicants and prioritize staff reviews.

Market data and analysis on self storage properties including ownership, rent, occupancy, and supply pipeline.

Registration data and market insights for manufactured housing and related industries across the USA and Canada.

Manufactured housing market data and analytics supporting safer, stronger community planning and development.

AI-powered underwriting and deal analysis tools for mobile home parks and commercial real estate workflows.

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

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

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

Resources and data on Opportunity Zones investments and Community Development Financial Institutions programs.

Map data showing all US census tracts eligible for CDFI Fund designation and opportunity zones.

Geospatial datasets and mapping tools covering HUD programs including Opportunity Zones across the U.S.

Access to over 530,000 datasets including crime, flood, and social data from US government sources.

Investment and portfolio analytics focused on Opportunity Zones in Vista, CA with local government data and resources.