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Market Stadium Report
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Can AI determine Safety level of neighborhoods with Google Street View?
Urban perception plays a critical role in understanding how people interact with and feel about their environment. By leveraging Google...


Analyzing & Mapping Job Accessibility with open source data
Accessibility refers to how easily people can reach desired services, locations, and resources. It is crucial because it affects quality...


Exploring Efficient Heating/Cooling Solutions for US Multifamily & Single-family
Over the past decade, the radiant cooling and heating system widely used throughout Europe has shown steady growth in North America. ...


Can AI mirror human perception? Evaluating urban street images with ChatGPT
The interplay between urban environments and their inhabitants' perceptions is a subject of considerable significance in social science...


Mapping the Mismatch: Analyzing Supply and Demand Disparities in Housing Across US
An increase in net migration, defined as more individuals moving into an area than leaving, typically escalates the demand for housing....


Do we need "High-Speed" Passenger Trains in the US?
It has been 60 years since the inauguration of the world's first high-speed railway, the Shinkansen, in Japan in 1964. In Europe,...


Analyzing Rental Income and Capital Gains Growth Across U.S.
In terms of real estate investment, understanding the dynamics of rental income and capital gains is crucial. Rental income refers to the...


Unlocking the secret of Self-Storage site selections
Self-storage plays a crucial role in the real estate market by providing flexible space solutions for personal and business use, aiding...


Science of Termite Mound: Why we should learn from them
Human beings are not the only architects on earth. In nature, termites are great eco-friendly architects. The termite mounds found in...
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