Property data tags

Data Format & Delivery

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Property Type

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Niche Data Points

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Source Type

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User / Use Case

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30 sources

API

Data accessible via a RESTful or GraphQL API endpoint

1 sources

Bulk Data

Large dataset downloads via FTP, S3, or file transfer

1 sources

CSV / Excel

Data delivered as flat files for spreadsheet use

4 sources

Web Platform / SaaS

Data accessed through a browser-based dashboard

4 sources

Real-Time Data

Data updated continuously or with very low latency

19 sources

Historical Data

Deep historical archives going back 10+ years

34 sources

Residential

Single-family homes, condos, townhouses, and small multifamily

5 sources

Commercial (CRE)

Income-producing properties: office, retail, industrial, multifamily

9 sources

Multifamily

Apartment buildings with 5+ units

3 sources

Office

Office buildings and business parks

4 sources

Retail

Shopping centers, strip malls, and standalone retail

1 sources

Industrial / Warehouse

Distribution centers, manufacturing facilities, flex space

2 sources

Long-Term Rental (LTR)

Traditional 12-month lease rental market data

11 sources

AVM

Automated Valuation Model — algorithmic property value estimates

6 sources

AVM / Valuation

Automated and model-based property valuation tools

8 sources

Sales Comps

Recent comparable sales used for valuation

2 sources

Pre-Foreclosure

Properties in default before auction

2 sources

Auction Data

Scheduled and historical property auction records

14 sources

Building Permits

Construction and renovation permit records

2 sources

Zoning Data

Land use classifications and permitted uses

3 sources

Deed Records

Recorded property transfer documents

2 sources

Cap Rates

Capitalization rates for CRE investment analysis

45 sources

Demographics

Population, income, age, and household data by geography

2 sources

Satellite Imagery

Aerial and satellite images for property and land monitoring

3 sources

Climate Risk — Flood

FEMA flood zone and flood risk probability data

4 sources

ESG / Environmental

Energy efficiency, carbon footprint, and sustainability data

1 sources

Student Housing

Multifamily data near college and university campuses

20 sources

Parcel Data

Parcel boundaries, APNs, and assessor-sourced parcel attributes

5 sources

Environmental Data

Contamination, hazmat, and environmental site records

23 sources

GIS Layers

Geospatial feature layers for mapping and spatial analysis

14 sources

Construction Data

Construction pipeline, costs, and development activity data

1 sources

Lien Data

Recorded liens including tax, mechanic's, and judgment liens

6 sources

Rent Trends

Historical and current rental market trend statistics

198 sources

Government Source

Data published by a federal, state, or local government agency

8 sources

Federal Agency

Data from HUD, FHFA, Census Bureau, GSA, or USDA

4 sources

Trade Association

Data from NAR, CCIM, NAIOP, or other industry groups

9 sources

Private Aggregator

Commercial companies that compile and resell public records

59 sources

State Agency

Data published by a state-level government agency or department

209 sources

Open / Free Data

Publicly accessible data available at no cost

54 sources

Real Estate Investors

Tools and data for residential and commercial property investors

11 sources

Mortgage & Lending

Data for lenders, underwriters, and loan originators

19 sources

Property Management

Data for managing rental properties and portfolios

4 sources

Real Estate Agents

MLS and market data for licensed agents and brokers

11 sources

Developers & Builders

Site selection, permit, and construction pipeline data

4 sources

Insurance

Risk and hazard data for property insurance underwriting

34 sources

Research & Academia

Data suitable for housing policy research and academic study

7 sources

Proptech Developers

APIs and datasets for building real estate applications

5 sources

Asset Management

Data for institutional real estate asset managers and fund operators

7 sources

Appraisers

Data tools and comp databases for licensed real estate appraisers