Realtor.com Dataset

Access our comprehensive Realtor.com dataset containing millions of property records across the United States. Historical and current listing data includes pricing trends, property characteristics, and market dynamics for residential and commercial real estate.
Our dataset covers all major US metropolitan areas with detailed property attributes, transaction history, and neighborhood statistics. Analyze market trends, predict property values, and identify investment opportunities with clean, structured data.
Updated regularly with new listings, price changes, and sold properties. Perfect for machine learning models, market research, and real estate analytics platforms requiring large-scale property data.
  • 84,114 new entries per day (see new entries graph)
  • Historical pricing data with monthly snapshots going back 5+ years
  • Geocoded properties with census tract and neighborhood boundaries
  • Sold properties with transaction dates and price appreciation metrics
  • Demographic and economic indicators at ZIP code level
  • Rental estimates and cap rate calculations for investment analysis

Realtor.com Dataset Use Cases

Predictive Pricing Models
Train machine learning algorithms to predict property values and market trends. Build accurate automated valuation models (AVMs) using comprehensive historical data.
Market Research and Analytics
Analyze supply and demand dynamics across different markets and property types. Generate detailed reports on market conditions, pricing trends, and investment opportunities.
Real Estate Portfolio Optimization
Evaluate large property portfolios and identify undervalued assets. Optimize investment strategies using comparative market analysis and performance metrics.
Location Intelligence Platforms
Enhance location-based services with rich real estate data layers. Power property search engines and recommendation systems with comprehensive listing data.

Realtor.com Dataset New Entries

The graph below contains real data based on our scraping operations. Latest update was 5 hours ago.
Advanced Realtor.com Web Scraper Available Now!
Get real-time Realtor.com data with custom processing to perfectly fit your data pipelines.
Real-time data with live updates from Realtor.com
Custom data processing to fit your specific pipelines
Scalable infrastructure that bypasses anti-bot measures
Datasets Available
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Records Processed
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Realtor.com Dataset Benefits
Traditional data acquisition methods can be time-consuming, expensive, and often result in incomplete datasets.
Companies waste valuable resources and development time creating and maintaining their own data collection systems.
Rebrowser's ready-to-use Realtor.com dataset provides instant access to clean, structured data without any infrastructure headaches.
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Immediate Availability
Access ready-to-use data instantly instead of waiting weeks or months to build your own data collection pipeline.
Structured & Clean Data
All datasets are thoroughly processed, normalized, and validated to ensure high-quality, consistent information.
Zero Maintenance
We handle all updates and data freshness, allowing you to focus on using the data rather than collecting it.
Cost Efficiency
Save thousands in development and infrastructure costs by leveraging our pre-built dataset instead of creating your own.

Our datasets

Discover our comprehensive datasets for efficient web data collection. Our datasets are regularly updated, thoroughly validated for accuracy, and ready for immediate use in your applications. Each dataset comes with complete documentation and sample implementations to get you started quickly.
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Elevate Your Data Strategy Today
Our specialized team focuses exclusively on crafting bespoke data solutions for organizations with specific intelligence requirements.
Receive your first custom dataset sample within one week - engineered to your exact specifications and business logic.
Skip the sales pipeline – communicate directly with our technical team to accelerate understanding and implementation.
Custom sample delivered in 7 days
Access to any website's structured data
Formats optimized for your systems
Frequently Asked Questions

Our datasets are frequently used for AI and machine learning model training, competitive analysis, market research, consumer behavior studies, product development, pricing optimization, sentiment analysis, and trend forecasting across various industries.

Rebrowser Datasets stand out through our combination of comprehensive coverage, exceptional data quality, flexible customization options, and responsive support. Our proprietary collection methods ensure we capture data others miss, while our advanced processing delivers cleaner, more usable datasets than competitors.

Yes. During checkout, you can specify your preferred data freshness requirements. We offer options ranging from historical data to near real-time updates depending on your specific use case and requirements.

We employ a multi-layered validation process including automated checks, statistical anomaly detection, and human review for critical datasets. Our quality control team continuously monitors data quality metrics to ensure all information meets our rigorous standards before delivery to customers.

While our datasets provide value across numerous sectors, we've seen particularly strong results in e-commerce, financial services, healthcare, travel and hospitality, real estate, and technology. Our industry-specific datasets contain targeted information that addresses the unique challenges and opportunities in each vertical.