Data Analytics and Visualization
RE 519, Runstad Department of Real Estate, University of Washington, Autumn 2025
Monday & Wednesday, 2:30 - 3:50pm, Mechanical Engineering Building 245
Haoyu Yue (Pre-doctoral Instructor), [email protected], Schedule Office Hours
Real Estate Analysis in the Information Age: Techniques for Big Data and Statistical Modeling
By Kimberly Winson-Geideman, Andy Krause, Clifford A. Lipscomb, Nick Evangelopoulos (2018)
Course Use Only! This book is provided exclusively for students enrolled in RE 519 at the University of Washington. It is intended for educational use only and may not be copied, shared, or distributed outside of this course. All rights remain with the original copyright holder. Students are expected to respect copyright law and use this material solely for their personal study in this class. Accessing those materials requires a UW NetID login.
Acknowledgement and Introductions
Part 1: Data
Chapter 1: Traditional Real Estate Data
Part 2: Tools and Processes
Chapter 3: Software Tools for Real Estate Analysis
Chapter 4: The Analytical Workflow
Chapter 5: Gathering Real Estate Data
Part 3: Modeling and Analysis
Chapter 8: Exploratory Data Analysis
Chapter 10: Modeling Real Estate Prices
Chapter 11: Analysis of Unstructured Text (photocopy edition)
Chapter 12: Real Estate Analysis Case Study
Part 4: Legal and Future
Chapter 13: The Legalities of Big Data
Chapter 14: The Future of Big Data
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Built on Just the Class developed by Kevin Lin at Allen School