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Article
19 Jun 2025
In the latest data analysis, we've identified zip codes with the widest price-to-income ratios, which can indicate significant affordability challenges in these areas. With a focus on the data-driven approach, we'll dive into the details of these zip codes and explore the implications for homebuyers and sellers.
We analyzed data from the supply squeeze in various cities across the United States. Our data revealed that cities like New York, with a median sale price of $15,500,000 and a median income of $1,017,140, have a price-to-income ratio of 15.25. This is significantly higher than the national average, indicating a severe affordability crisis in the region.
We also looked at cities like California, with a median sale price of $14,500,000 and a median income of $1,126,440, resulting in a price-to-income ratio of 12.86. These findings suggest that even in cities with high median incomes, the cost of housing can be prohibitively expensive.
The price-to-income ratio is a key metric in determining housing affordability. It's calculated by dividing the median sale price by the median household income. A higher ratio indicates that housing costs are more expensive relative to income. Based on our data, we identified the following zip codes with the widest price-to-income ratios:
The wide price-to-income ratios in these zip codes have significant implications for both homebuyers and sellers. Homebuyers may face difficulties in affording homes in these areas, leading to a decrease in demand and potentially lower sales prices. On the other hand, sellers may struggle to find buyers willing to pay high prices, resulting in longer market times and reduced sales revenue.
We recommend that homebuyers in these areas explore options like rapidly appreciating neighborhoods or consider alternative markets with more affordable housing options.
Sellers, on the other hand, should be aware of the potential risks of overpricing their properties and be prepared to adjust their expectations accordingly. It's essential to work with a knowledgeable real estate agent who can provide guidance on pricing and marketing strategies.
In conclusion, our data-driven analysis has identified zip codes with the widest price-to-income ratios, indicating significant affordability challenges in these areas. By understanding these trends and implications, homebuyers and sellers can make informed decisions and navigate the complex real estate market.
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A data-driven analysis of housing affordability pressure points in cities like New York and California.