Real Estate Scraper & Pricing Model Blueprint
Scrape real estate listings from a saved Zillow HTML file, process the data, visualize it, train ML models to predict housing prices, and create a simple UI to test predictions.
With this blueprint you will get:
- Jupiter notebook: helps you extract real estate listings from a saved Zillow HTML file, clean and analyze the data, and train machine learning models to predict property prices based on key features.
- README: explains what the notebook does, what do you need to run it, and how to interact with it.
- ChatGPT prompt: for tracking of web page structure changes
- Testing files: 2 Zillow HTML files for testing the workflow
This is a local, educational project and does not scrape Zillow live or use its API. For public or commercial use, make sure to review Zillow's terms of service.