Case Study: Real Estate Valuation

Business Goals:

Grade physical locations on investment attractiveness

Identify trends in demographics and other time series

Relate property values to explanatory variables and their rates of change

Data Sets and Models:

U.S. Census from 2012 (TB of data)

Zillow home price estimates

Yelp reviews

School reviews

Output and Benefits:

Composite investment indicator

Visualization by zip code on an interactive map

Identification of outliers (under- or over-valued locations)

Aerial view of a quaint village with houses and autumn trees, representing a real estate valuation case study focusing on investment attractiveness and property value trends.