Buy U.S. Property Characteristics Dataset
Supercharge your real estate analytics, underwriting models, property intelligence platforms, or market research with verified U.S. property characteristics data. Whether you’re a real estate investor, proptech company, lender, insurer, appraisal firm, or data aggregator, our property characteristics solutions provide structured, property-level physical and structural details at scale—accurate, compliant, and ready for integration.
No guesswork. Just detailed property intelligence exactly when and where you need it.
Data Overview
Country Coverage
Pricing Details
Use Cases
Delivery Options
Industries Covered
Data Samples
| Field Name | Data Type | Description | Example |
|---|---|---|---|
| Parcel ID (APN) | String | Assessor Parcel Number | 01-2345-6789 |
| Legal Description | Text | Official land record description | Lot 12, Block B, Green Acres |
| Lot Size (Sq Ft) | Numeric | Total land area | 5,240 |
| Lot Size (Acres) | Numeric | Land in acres | 0.12 |
50 States
Nationwide Coverage
1M+ Agents
Verified Agent Records
GDPR & HIPAA
Compliance-ready data.
2+ Years
Historical Data
Explore Comprehensive U.S. Property Characteristics Data
Gain instant access to a structured, scalable, and nationwide U.S. Property Characteristics Dataset designed for analytics-driven decision making. Our dataset covers residential, commercial, multifamily, industrial, and land properties across all 50 states, sourced from county assessor offices, building permits, public property records, recorded documents, and standardized municipal data repositories. Each record is enriched with granular structural and physical attributes including building size, lot dimensions, construction type, year built, effective year built, number of units, bedrooms and bathrooms, foundation type, roof material, HVAC systems, parking details, zoning classification, land use codes, and geospatial coordinates. Whether you’re building automated underwriting systems, refining valuation models, conducting portfolio risk assessments, analyzing development opportunities, or training AI property intelligence engines, our U.S. property characteristics data enables precise, property-level insights with confidence. You can filter property characteristics data by state, county, city, ZIP code, parcel ID (APN), property type, building size range, construction year, zoning class, lot size, or structural features—ensuring highly targeted datasets without duplication or outdated records. Choosing our U.S. Property Characteristics Dataset means choosing normalized, frequently refreshed, and analytics-ready structural intelligence that integrates seamlessly into your internal systems, data warehouses, or APIs. From raw property attribute feeds to enriched property intelligence layers, the dataset scales alongside your business growth
Get Data Now
APISCRAPY is an AI-driven web scraping and automation tool that converts any web data into ready-to-use data API. The tool is capable to extract data from websites, process data, automate workflows, classify data and integrate ready-to-consume data into database or deliver data in any desired format.
Ready to Transform Your Real Estate Decisions?
Get access to reliable U.S. Real Estate Data—covering agents, pricing trends, locations, and more. Perfect for real estate professionals, businesses, investors, and anyone curious about the market.
What Information Does the List Contain?
Our U.S. legal court data list is packed with rich, actionable details that empower your business, research, or legal solutions. Each record is meticulously structured and verified to ensure maximum value and usability. Here’s a snapshot of the information you’ll receive:
Full Name of individuals involved (defendants, plaintiffs, etc.)
Case Description and nature of the offense or legal matter
Case Type – Civil, Criminal, Traffic, or specialized court categories
Address & Contact Information (where publicly available)
Court Name & Jurisdiction
Citation or Docket Numbers
Filing Date & Violation Date
Statute Codes referenced in the case
Disposition & Plea Details
Demographic Data (Race, Sex, DOB – where legally permitted)
Vehicle & Accident Info (for traffic and DUI-related cases)
Attorney & Arresting Agency Info (when applicable)
Court System Classification – District, Municipal, State-level, etc.
This is just a sample of the data you can expect. At APISCRAPY, we understand that your needs may be unique, and that’s why we offer fully customizable datasets. Whether you need additional case details, specific court systems, or extra metadata tailored to your exact requirements, we’ll work with you to deliver the data that fits your business perfectly.
- Trusted by
Country Coverage
(4 Countries)
North America (2)
United States Of America
Canada
Australia (1)
Austraila
Europe (1)
United Kingdom
Suitable Company Sizes
Small Business
Medium-sized Business
Enterprise
750+ Happy Clients
& Growing
2500+
Projects delivered
12+
Years of Sharing & Caring
U.S. Property Characteristics Data Use Cases
Explore how APISCRAPY’s U.S. Property Characteristics Dataset delivers structured, property-level physical and structural intelligence that powers smarter underwriting, development planning, risk modeling, and scalable real estate analytics across property-focused industries.
Property Profiling & Asset Standardization
Access standardized building and land attributes—including square footage, lot size, construction type, year built, unit count, and zoning codes—to create consistent property profiles across large datasets. This enables accurate asset classification and portfolio normalization.
Valuation Accuracy Enhancement
Strengthen property valuation models by integrating granular structural details such as effective year built, renovation history, foundation type, roof material, HVAC systems, and building quality grade. Detailed characteristics improve price-per-square-foot calculations and comparable property analysis.
Real Estate Investment & Acquisition Screening
Filter acquisition targets based on physical criteria such as building size, age, occupancy type, lot dimensions, parking capacity, or development potential. Investors use this data to identify properties aligned with specific investment strategies.
Mortgage Underwriting & Collateral Assessment
Support lending decisions with verified property structure details, condition ratings, construction class, and compliance-related attributes. Accurate physical data reduces collateral risk and improves loan assessment precision.
Insurance Risk Evaluation
Assess insurability and exposure risk using structural characteristics such as roof age, building materials, fire suppression systems, elevation data, flood zone classification, and replacement-related features. Property-level detail supports more precise premium modeling.
Development Feasibility & Land Use Analysis
Analyze zoning classifications, land use codes, lot coverage ratios, frontage dimensions, and topography to evaluate redevelopment potential or construction feasibility. Developers rely on this data for project planning and compliance review.
Portfolio Risk Monitoring & Asset Management
Track structural conditions, renovation timelines, building age distribution, and system upgrades across property portfolios. This supports maintenance forecasting, capital expenditure planning, and long-term asset optimization.
Urban Planning & Infrastructure Analysis
Study building density, property age clusters, land utilization patterns, and structural distribution across neighborhoods to inform infrastructure planning, zoning adjustments, and municipal decision-making.
AI Model Training & Property Intelligence Platforms
Train machine learning models using standardized physical property attributes to enhance classification engines, price prediction systems, and automated property scoring frameworks.
AI-Powered U.S. Property Characteristics Dataset
We use advanced AI-driven data processing to enrich our multi-source U.S. Property Characteristics Dataset—ensuring accuracy, structural consistency, and high-confidence property intelligence at scale.01.
Property characteristics data is collected from verified county assessor offices, building permit records, land registries, municipal zoning databases, and trusted public property record sources across the United States.
02.
The data is cleaned, deduplicated, and standardized—removing outdated structural records, validating building dimensions, aligning construction years, normalizing zoning codes, and correcting inconsistencies across jurisdictions.
03.
We enrich property records with detailed building attributes, land specifications, structural components, geospatial intelligence, and compliance indicators—helping you analyze physical property conditions, development potential, and asset-level risk with confidence.
Easy Integration
Oracle
MySQL
MS SQL Server
PostgreSQL
Microsoft Access
Redis
MongoDB
Snowflake
Elastic search
IBM Db2
Sqlite
Cassandra
Databricks
Splunk
Azure SQL
Apache Hive
Google BigQuery
Neo4j
Data Listing Plan Comparison Table
The Data Listing Plan Comparison Table provides a concise overview of APISCRAPY’s available plans, allowing you to easily compare features, pricing, and benefits. It highlights key aspects such as data entries, update frequency, and support, helping you choose the plan that best fits your needs.
| Data Fields | Basic Plan | Premium Plan |
| Access to Core Data Fields | ||
| Advanced Data Fields | ||
| Contact/Email/Phone Data | ||
| Pricing Insights / Market Trends | ||
| Custom Field Requests | ||
| Real-Time Data Updates | ||
| Historical Data Access | ||
| Data Download Formats | CSV, JSON | CSV, JSON, Excel, XML |
| API Access | ||
| Data Filtering & Query Options | ||
| Data Freshness | Weekly Updates | Daily or Real-Time |
| Priority Support | ||
| Usage Analytics Dashboard | ||
| SLA & Data Accuracy Guarantee | ||
| Data Access Quota (Searches) | 2,000 searches/month | Unlimited Searches |
| CRM Enrichment | Manual Only | Automatic Enrichment |
| Workflow Automation | Email Alerts Only | Full Automation (Zapier, etc.) |
| CRM Filters / Integrations | Basic Filters Only | Advanced CRM Filtering |
| Dedicated Account Manager | ||
| Number of Users | 1 User Included | 5 Users Included, +$X per extra user |
Data Delivery Options
Delivery Methods
How the data is transferred or accessed by the user.
| S3 Bucket |
| SFTP |
| UI Export |
| REST API |
| SOAP API |
| Streaming API |
| Feed API |
| Google Cloud Storage (GCS) |
| Azure Blob Storage |
| Google Drive / Dropbox |
Update Frequency
How often the data is updated or made available.
| secondly |
| minutely |
| hourly |
| daily |
| weekly |
| monthly |
| quarterly |
| yearly |
| real-time |
| on-demand |
| Custom Schedule |
Data Formats
The file or structural format in which data is provided.
| .bin |
| .json |
| .xml |
| .csv |
| .xls |
| .sql |
| .txt |
| HTML (for human-readable previews) |
| PDF reports |
| ZIP (compressed packages) |
Industried Covered
Our U.S. Property Characteristics Dataset supports a wide range of industries by delivering verified, structured, and frequently refreshed structural property intelligence. Each sector uses this data to improve asset evaluation, reduce operational risk, and scale data-driven real estate strategies.
Mobile Real Estate Marketplaces & Property Search Platforms
Power advanced property filters, structural comparisons, and feature-based search tools using accurate building size, lot dimensions, construction type, and amenity data.
Property Owners & Asset Management Companies
Monitor building age, renovation cycles, structural conditions, and capital improvement planning across large portfolios using standardized property attribute data.
Real Estate Investors & Institutional Funds
Identify acquisition opportunities based on property size, zoning classification, construction quality, land utilization, and redevelopment potential.
Banking, Lending & FinTech Platforms
Strengthen collateral assessment and underwriting models using verified structural details, building condition indicators, and zoning compliance data.
Insurance Providers & Risk Assessment Firms
Evaluate insurability and exposure risk using roof age, foundation type, construction materials, fire suppression systems, and geospatial hazard classifications.
Government & Tax Authorities
Maintain accurate property records, verify structural data, analyze land use distribution, and support compliance monitoring through standardized building intelligence.
PropTech & Property Intelligence Companies
Build automated property classification engines, AI-driven analytics platforms, and infrastructure assessment tools using enriched structural datasets.
Urban Planners & Policy Researchers
Study building density, development patterns, land use distribution, and housing stock age to inform zoning updates and community development initiatives.
Academic & Economic Research Institutions
Conduct longitudinal studies on housing supply, structural quality trends, urban expansion, and regional infrastructure development.
Corporate Real Estate & Relocation Services
Assess property specifications, neighborhood housing stock, and infrastructure readiness when planning corporate expansions or workforce relocation.
Smart City & Infrastructure Planning Teams
Analyze structural age clusters, lot utilization, and construction patterns to prioritize redevelopment, modernization, and public investment projects.
Utilities & Service Providers
Forecast service demand, infrastructure expansion, and grid capacity planning based on building size, occupancy type, and development concentration patterns.
Our assurance to security & quality
Why You Should Go With APISCRAPY
Experience
12+ years
of sharing and caring.
Projects
2500+ Projects
delivered with a smile.
Retention
98%
engagement success rate.
Quick
Scale-up
as per your requirement.
Certified
ISO 9001 & 27001
data quality & security.
Clients
750+
served across industries.
Compliant with the Highest Data Privacy Standards
APISCRAPY is proudly certified by the Ethical Web Data Collection Initiatives. We collect only publicly available, business-related information—never private or sensitive data. We strictly avoid scraping content behind login-protected or restricted areas.
Client Testimonials
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Does this product fit your data needs?
Get in touch with our team to start unlocking your data solutions.
Product Related FAQ’s
1. What is included in the U.S. MLS Dataset?
The dataset includes residential and commercial property listings across all 50 U.S. states. Each record contains MLS ID, property type, list price, listing status, days on market, property features, agent and brokerage details, and location data.
2. What are the primary data sources for the MLS data?
U.S. MLS data is sourced from licensed Multiple Listing Services, broker-submitted feeds, and trusted real estate syndication partners to ensure accuracy and comprehensive market coverage.
3. How frequently is the MLS data updated?
The dataset can be refreshed daily, hourly, or near real-time depending on the MLS region, data source, and delivery configuration.
4. Does the MLS dataset include active, pending, and sold listings?
Yes. The dataset includes active, pending, sold, expired, and withdrawn listings, enabling full lifecycle analysis of property listings.
5. Is the MLS data cleaned and deduplicated?
Yes. All records are cleaned, standardized, and deduplicated to eliminate duplicate listings, outdated statuses, and inconsistent property attributes.
6. Can I filter MLS data by location and listing criteria?
Yes. You can filter MLS data by state, city, ZIP code, property type, listing status, price range, days on market, listing date, and other MLS-specific fields.
7. Does the dataset include historical MLS listing data?
Yes. Historical listing data is available, including price changes, status transitions, relist events, and past listing activity.
8. Are agent and brokerage details included in the MLS dataset?
Yes. Each listing includes agent name, brokerage information, and listing office details, subject to MLS data availability and licensing terms.
9. How is the MLS data delivered?
MLS data can be delivered via API, cloud storage, scheduled data feeds, or custom exports in formats such as JSON, CSV, or Parquet.
10. Can the MLS dataset be customized for specific markets or use cases?
Yes. The dataset can be customized by geography, property type, update frequency, and listing attributes to match specific business, analytics, or platform requirements.
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