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.
- 78,032 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 12 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
Data Points
Records Processed
Accuracy Rate
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.
Contact Us →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 undergo a comprehensive quality assurance process to guarantee accuracy, completeness, and relevance. We implement rigorous validation protocols and continuously update our datasets to ensure you always have access to the most current and reliable information available.
Rebrowser maintains the highest standards of ethical data sourcing. We strictly adhere to all relevant regulations and guidelines, ensuring all data is obtained legally and ethically. We're committed to respecting data privacy principles and implement robust measures to protect both data subjects and our users.
Yes, we provide sample datasets for evaluation purposes. These samples contain actual data points from our full datasets, allowing you to assess data quality, structure, and relevance before making a purchase decision. Contact our sales team to request samples for your specific use case.
Absolutely. We offer specialized datasets specifically optimized for LLM training and fine-tuning. These datasets feature diverse, high-quality content with appropriate metadata and context, making them ideal for improving model performance across various domains and reducing bias.
We support multiple data formats including JSON, CSV, XLSX, NDJSON, and Parquet. For delivery, we offer flexible options including Amazon S3, Google Cloud Storage, Azure Blob Storage, SFTP, direct API access, Webhook integration, Snowflake, email delivery, and custom solutions based on your infrastructure.
