Housing Market Analysis with Alternative Data

How to better predict housing prices with the help of alternative data? What alternative data can serve as good indicators for gentrification? How to evaluate the environmental amenities in property values?

Project:

2025 Summer Guided Study, NYU CUSP

Publication:

2024 Value of street trees varied across neighborhoods in housing prices

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Environmental Determinants of Health

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Urban Form and Analytics