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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48 sources

API

Data accessible via a RESTful or GraphQL API endpoint

1 sources

Bulk Data

Large dataset downloads via FTP, S3, or file transfer

2 sources

CSV / Excel

Data delivered as flat files for spreadsheet use

2 sources

Cloud Delivery

Data available via Snowflake, AWS, Google Cloud, or Databricks

187 sources

Web Platform / SaaS

Data accessed through a browser-based dashboard

7 sources

Mobile App

Data accessible via a native iOS or Android application

3 sources

Real-Time Data

Data updated continuously or with very low latency

2 sources

Historical Data

Deep historical archives going back 10+ years

15 sources

Subscription

Access via paid subscription or SaaS plan

80 sources

Residential

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

20 sources

Commercial (CRE)

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

1 sources

Multifamily

Apartment buildings with 5+ units

3 sources

Retail

Shopping centers, strip malls, and standalone retail

13 sources

Hospitality / Hotel

Hotels, motels, and short-term lodging facilities

9 sources

Land / Vacant Lot

Undeveloped land parcels and vacant lots

18 sources

Short-Term Rental (STR)

Airbnb, Vrbo, and vacation rental performance data

11 sources

Long-Term Rental (LTR)

Traditional 12-month lease rental market data

4 sources

AVM

Automated Valuation Model — algorithmic property value estimates

14 sources

AVM / Valuation

Automated and model-based property valuation tools

11 sources

REO / Bank-Owned

Properties repossessed by lenders after failed auction

11 sources

Auction Data

Scheduled and historical property auction records

14 sources

Building Permits

Construction and renovation permit records

3 sources

Contractor Data

Licensed contractor profiles and permit history

5 sources

Zoning Data

Land use classifications and permitted uses

4 sources

Deed Records

Recorded property transfer documents

4 sources

Chain of Title

Full ownership history of a property

1 sources

MLS Data

Multiple Listing Service active and sold listing data

4 sources

REITs

Real Estate Investment Trust performance and portfolio data

18 sources

Demographics

Population, income, age, and household data by geography

8 sources

Climate Risk — Flood

FEMA flood zone and flood risk probability data

28 sources

ESG / Environmental

Energy efficiency, carbon footprint, and sustainability data

14 sources

Maintenance Data

Building maintenance records, work orders, and capital expenditure tracking

10 sources

Predictive Analytics

AI/ML models forecasting price, demand, or risk

4 sources

AI / Machine Learning

Platforms using AI to generate real estate insights

2 sources

Student Housing

Multifamily data near college and university campuses

9 sources

Parcel Data

Parcel boundaries, APNs, and assessor-sourced parcel attributes

1 sources

Environmental Data

Contamination, hazmat, and environmental site records

37 sources

GIS Layers

Geospatial feature layers for mapping and spatial analysis

34 sources

Construction Data

Construction pipeline, costs, and development activity data

2 sources

Permit Data

Building and renovation permit records

1 sources

Rent Trends

Historical and current rental market trend statistics

18 sources

Rental Listings

Active rental listing and availability data

2 sources

AI-Powered

Products that use AI for property insights or enrichment

140 sources

Government Source

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

4 sources

Brokerage Data

Market reports and data published by real estate brokerages

107 sources

Proptech Platform

Technology-first companies providing data via modern APIs

4 sources

State Agency

Data published by a state-level government agency or department

114 sources

Open / Free Data

Publicly accessible data available at no cost

30 sources

Real Estate Investors

Tools and data for residential and commercial property investors

29 sources

Mortgage & Lending

Data for lenders, underwriters, and loan originators

29 sources

Property Management

Data for managing rental properties and portfolios

9 sources

Real Estate Agents

MLS and market data for licensed agents and brokers

56 sources

Developers & Builders

Site selection, permit, and construction pipeline data

12 sources

Research & Academia

Data suitable for housing policy research and academic study

14 sources

Proptech Developers

APIs and datasets for building real estate applications

8 sources

Mortgage Brokers

Data and tools for mortgage brokers and loan officers

5 sources

Asset Management

Data for institutional real estate asset managers and fund operators

13 sources

Appraisers

Data tools and comp databases for licensed real estate appraisers

18 sources

Investment Analysis

Data for underwriting, screening, and portfolio decisions

14 sources

Deal Sourcing

Tools for finding off-market and investment opportunities

3 sources

Lease Management

Lease tracking, abstracting, and portfolio lease data

9 sources

Portfolio Management

Multi-property portfolio monitoring and reporting

1 sources

Tenant Screening

Applicant screening and rental risk data