SAMPLE Commercial Real Estate Data | Nationwide Property Data | Nationwide Coverage 155M+ ...

Build your application on bedrock, not sand.

In the world of PropTech, data accuracy isn't just a feature—it's the product. Yet, most developers struggle with the chaos of raw county assessor data: inconsistent zoning codes, missing square footage, and fragmented tax records. BatchData’s Core Property & Land Use dataset solves this by ingesting, cleaning, and normalizing data from thousands of municipal sources into a single, developer-ready schema.

The "Source of Truth" for US Real Estate Covering over 155 million residential and commercial properties (99.8% of the US population), this dataset provides a high-definition digital twin of every parcel. We go beyond basic "beds and baths." Our proprietary ingestion engine standardizes granular building details—from roof types and foundation styles to heating systems and pool presence—allowing you to build precise filters and valuation models.

Why BatchData Property Intelligence?

Standardized Zoning & Land Use: We map thousands of local zoning codes (e.g., "R-1" vs "Res-Low") into a unified taxonomy, enabling you to programmatically identify "Single Family Residential" or "Vacant Land" across state lines without writing custom logic for every county.

Deep Building Characterization: Access over 75 distinct attributes related to the physical structure, essential for insurance underwriting, renovation estimation, and solar feasibility studies.

Historical Assessment Data: We track assessed values and tax amounts over time, giving you a longitudinal view of a property's holding costs and tax appreciation.

Key Statistics
Coverage: 155,000,000+ Properties (Nationwide)

Attributes: 200+ Standardized Data Points

Update Frequency: Daily (Continuous Ingestion)

Property Types: Residential, Commercial, Industrial, Agricultural, Vacant Land

Geocoding: Roof-top precision Lat/Long coordinates

Detailed Data Schema & Attributes
This dataset is organized into six logical clusters to support diverse use cases:

1. Building Characteristics (76+ Data Points)

Physical Structure: Living Area (Sq Ft), Building Area, Gross Area, Number of Stories, Year Built, Effective Year Built.

Room Counts: Bedrooms, Bathrooms (Full/Half/Quarter), Total Rooms.

Construction Details: Foundation Type (Slab/Basement/Pier), Roof Cover (Shingle/Tile/Metal), Roof Shape, Exterior Wall Type (Stucco/Brick/Siding), Frame Type.

Amenities & Systems: Pool (Yes/No), Pool Area, Fireplace (Count/Type), Heating/Cooling System Type, Garage Type/Size, Parking Spaces.

2. Land, Lot & Zoning (9+ Data Points)

Lot Geometry: Lot Size (Acres), Lot Size (Sq Ft), Lot Frontage, Lot Depth.

Land Use: Standardized Land Use Codes (e.g., SFR, Condo, Duplex, Vacant), County Land Use Descriptions.

Zoning: Standardized Zoning Codes, Zoning Descriptions, Topography, Site Influence (e.g., Corner Lot, Cul-de-sac).

3. Tax & Assessment (8+ Data Points)

Valuation: Total Assessed Value, Assessed Land Value, Assessed Improvement Value, Market Value.

Taxation: Total Tax Amount, Tax Year, Tax Area/Code, Exemption Status (e.g., Homestead).

History: Historical assessment data available for trend analysis.

4. Location & Geocoding (10+ Data Points)

Address: Standardized USPS Street Address, City, State, Zip, Zip+4.

Coordinates: Latitude, Longitude (Rooftop Precision).

Geo-Political: Census Tract, Block Group, Carrier Route.

5. Legal & Identification (20+ Data Points)

Identifiers: APN (Assessor Parcel Number), FIPS Code (State/County), Composite ID (BatchData Universal ID).

Legal Description: Full Legal Description, Subdivision Name, Tract Number, Block/Lot Number.

Deed Pointers: Last Sale Date, Last Sale Price (correlated with our Deed/Sales dataset).

Expanded Use Cases by Industry
1. PropTech & Search Portals

Search Experience: Power advanced filters like "Homes with a pool on >0.5 acres" or "Properties with basements built after 1990."

Listing Enrichment: Auto-populate listing pages with deep property details (Roof Type, Year Built, Tax History) to improve SEO and user engagement.

AVM Development: Train Automated Valuation Models using our granular "Improvement Value" and "Condition" data to predict market prices with higher accuracy.

2. Home Services & Energy (Solar/HVAC/Roofing)

Solar Feasibility: Use "Roof Shape," "Roof Cover," and "Building Area" combined with "Latitude/Longitude" to remotely qualify homes for solar panel installation.

Roofing Leads: Target properties with "Roof Material: Asphalt Shingle" built 15-20 years ago to identify homeowners likely needing a roof replacement.

HVAC Sizing: accurate "Living Area" and "Story Count" data helps estimators calculate load requirements before sending a truck.

3. Real Estate Investment (REI)

"Buy Box" Automation: Programmatically screen entire zip codes to find properties that match strict criteria (e.g., "3+ Beds, 2+ Baths, Built > 1980, Zoning: SFR").

Development Potential: Identify "Vacant Land" parcels with specific zoning codes (e.g., R-2 or R-3) that allow for multi-family development or ADU additions.

Portfolio Analysis: Batch process your existing portfolio to audit tax assessments and identify properties that may be over-assessed compared to neighbors.

4. Insurance & Risk Management

Underwriting Accuracy: Verify "Year Built," "Foundation Type," and "Construction Material" (Frame vs Masonry) to accurately price hazard insurance policies.

Catastrophe Modeling: Map exposure by analyzing the concentration of properties with specific characteristics (e.g., wood frames) in high-risk zones.

Technical Implementation & Delivery
BatchData is built for developers, by developers. We offer flexible delivery methods to suit your infrastructure needs:

Real-Time REST API: Ideal for "Property Detail Pages" and live search. Query by Address, APN, or Lat/Long and receive a JSON object with full attributes in milliseconds.

Endpoint: property/details

Bulk File Processing: For massive ingestion or backfilling databases. Upload a CSV of addresses and receive back the full property attribute set.

Snowflake/Cloud Share: "Zero-ETL" delivery. Query our "Property Master" tables directly within your Snowflake environment for large-scale analytics and modeling.

About the Provider
BatchData is the modern data engine powering the next generation of PropTech. We are not just a data aggregator; we are a data engineering company.

While legacy providers rely on manual updates that can lag by months, BatchData uses proprietary automated collection methods to verify property characteristics daily. We transform 30-minute county research tasks into 30-second API calls, helping businesses turn raw public records into confident, profitable decisions.

搜集汇总

背景与挑战

背景概述

该数据集提供全美1.55亿多处住宅和商业地产的标准化信息，包含200多个数据点，每日更新。数据涵盖建筑特征、土地用途、税务评估等详细信息，支持PropTech、家庭服务、房地产投资和保险等多个行业的应用。