Acknowledgements

Special Thanks to:

• Dr. Nick Hand
  For his invaluable guidance in project design, data collection, and website development.

• Dr. Sara Jacoby
  For her ongoing support, advice, and encouragement throughout this project, and for her insights into applying exploratory spatial data science methods in housing and public health research.

• Dr. Elizabeth Delmelle
  For her expertise in integrating real estate data and generously sharing her Zillow web scraping workflow.

• Providence Adu
  For developing the foundational source code and documentation for Zillow web scraping, which significantly influenced our workflow.