Housing in the San Francisco Bay Area: Deal Hunting Using Machine Learning

Modeling home prices reveals undervalued neighborhoods and listings.

Aerial view of San Francisco downtown and the East Bay. Photo credit: Unsplash

Summary

This article describes the collection, visualization, and modeling of single-family home prices listed across the San Francisco Bay Area. Using a data set of 7,000 active listings from…