This thesis examines the changes in the valuation of apartments and the premiums paid based on spatial characteristics, demographics, amenities, and neighborhood qualities in post-pandemic New York City. It is argued that traditional factors, such as proximity to the Central Business District and other prime locations such as Central Park, subway stations, and popular retail destinations like Starbucks have become less attractive to tenants due to the pandemic's effects on living and working habits. The study further investigates the growing importance of amenities and retail space in the building to post-pandemic residents. The analysis is contextualized within the historical redlining practices that shaped New York City's neighborhoods, affecting the distribution of essential workers and remote workers across the city.