A real estate analytics firm focused on providing market insights and trend forecasts to investors and property buyers.

Objective

To create an extensive database of property listings from multiple real estate websites, including Zillow, Realtor.com, and Redfin, with detailed information to facilitate market analysis.

Steps Involved

1. Requirement Analysis
   • Identified target websites: Zillow, Realtor.com, Redfin.
   • Defined data points: property address, price, bedrooms, bathrooms, square footage, description, images, listing date.
   • Established scraping frequency: daily updates to ensure data freshness.

Data Points Included:

• Property Address
• Price
• Number of Bedrooms
• Number of Bathrooms
• Square Footage
• Property Description
• Listing Date
• Images

Results and Insights

• Comprehensive Database: The client received a detailed and up-to-date database of property listings.
• Market Analysis: Enabled the client to perform in-depth market analysis and trend forecasting.
• Improved Decision Making: Provided valuable insights for real estate investors and buyers.