This project uses clustering to find drivers of error in Zestimates of single-unit Zillow properties in 2017. I will demonstrate how this data can be used for quality control and preventing errors in the future.
Unofficial Zillow API documentation — reverse-engineered endpoints for property search, Zestimate, rentals, GraphQL ops, and mortgage rates. Includes a production-grade Django ingestion service.
Python Zillow API Zestimate Automation
The modern Zillow API - REST endpoints, code examples in 6 languages (Python, Node, Go, Ruby, PHP, curl), free tier (100 credits at signup, no card), no scraping. Powered by the Zillapi REST API.
A $1.2 million dollar competition to estimate home values. Run by Zillow and Kaggle.
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