Methodology
Data Sources
Our cost of living data is sourced from official US government databases and trusted real estate data providers:
- US Census Bureau — American Community Survey (ACS) 5-Year Estimates (2023): Median household income, median rent, median home value, housing costs, commute data, and demographics for 33,000+ zip codes and 32,000+ cities.
- Zillow Research Data: Monthly home value index (ZHVI) for 26,000+ zip codes and monthly rent index (ZORI) for 7,800+ zip codes.
- HUD Fair Market Rents: ZIP-code-level Small Area Fair Market Rents (SAFMR) by bedroom count.
- Bureau of Economic Analysis (BEA): Regional Price Parities (RPP) for 384 metropolitan areas.
Cost of Living Index Calculation
Our Cost of Living Index uses a weighted formula where the US national average = 100:
- Housing Cost Component (40%): Local median rent divided by national median rent ($1,319/month), multiplied by 100.
- Regional Price Component (35%): BEA Regional Price Parity for the metropolitan area (or state average if outside an MSA).
- Home Value Component (25%): Local median home value divided by national median home value ($304,900), multiplied by 100.
A city with an index of 150 is approximately 50% more expensive than the national average. An index of 75 means approximately 25% cheaper.
Update Frequency
- Census ACS data: Updated annually (September)
- Zillow home values and rents: Updated monthly
- HUD Fair Market Rents: Updated annually (October)
- BEA Regional Price Parities: Updated annually (December)
Limitations
- Census ACS 5-year estimates reflect a 5-year average, which may lag behind rapid market changes. Zillow data provides more current market conditions.
- The cost of living index primarily reflects housing costs. Grocery, transportation, healthcare, and utility costs are proxied through BEA Regional Price Parities at the metro level.
- Small communities with very low population may have less reliable data due to Census sampling margins of error.