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Consumer Price Index
Includes city data, but the index is to a year rather than a city average, so it is an indicator of inflation but not cost of living.
There are a number of websites that allow you to compare the cost of living in different cities, including Salary.com Cost of Living Wizard and Sperling's Best Places Cost of Living Calculator.