Total Districts Analyzed

Average Median House Value

Executive Summary & Key Insights

1. Median income is the strongest predictor of house value (r = 0.69)
2. Ocean proximity matters; Island, Near Bay and <1H OCEAN carry premium
3. Inland districts show significantly lower values
4. 5 percent of observations capped at 500,001 indicating right censoring
5. Housing age alone has weak correlation with price

Final Conclusion: The California housing market is defined by geographic scarcity. Wealth is concentrated along the coastline, creating a bifurcated market where inland regions provide the only remaining pocket of affordability for lower-income categories.