A good source for population, housing, and economic data for your area is FactFinder.Census.gov. From the 2005 data provided, I decided to compare the median value of housing to the median household incomes for various cities (with a West Coast bias). I then calculated the ratio of housing price to income and plotted them:
Here’s the actual data:
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