How we calculate our indices
Full transparency on our data sources, formulas, and update schedules. We believe you should know exactly where every number comes from.
Data Sources
Government Statistical Agencies
40%National statistics offices (ONS, Destatis, INSEE, BLS etc.)
Contributor Submissions
35%Verified prices submitted by our community of local contributors
Institutional Data
15%World Bank, IMF, WHO, OECD public datasets
Commercial Partners
10%Rental platforms, grocery chains, utility providers
Our Process
Data Collection
Raw prices are collected from government sources, contributor submissions, and institutional databases on a rolling basis.
Verification
Each price point is cross-referenced against at least 2 independent sources. Outliers are flagged for manual review.
Normalization
All prices are converted to USD at current exchange rates and normalized to our NYC = 100 baseline.
Index Calculation
Weighted formulas are applied to calculate each index. Weights are reviewed and updated quarterly.
Publication
Verified, calculated data is published on the platform. All changes are logged with timestamps.
Index Definitions
Cost of Living Index
Updated MonthlyWeighted average of restaurant, grocery, transport, utility, and miscellaneous prices. New York City = 100 baseline.
Rent Index
Updated MonthlyBased on median rent for 1BR and 3BR apartments in city centre and outside. New York City = 100 baseline.
Quality of Life Index
Updated QuarterlyComposite of 9 sub-indices: purchasing power, safety, healthcare, cost of living, traffic, pollution, climate, and housing affordability.
Safety Index
Updated QuarterlyBased on crime statistics, contributor safety perception surveys, and police data. Higher = safer.
Healthcare Index
Updated Bi-annuallyComposite of healthcare infrastructure quality, staff competence, cost, availability of modern equipment, and contributor ratings.
Purchasing Power Index
Updated QuarterlyRelative purchasing power of net salary vs. cost of living in the city. Higher = your salary goes further.
Known Limitations
Geographic Coverage
Smaller cities may have fewer contributor data points, leading to wider confidence intervals. We indicate data confidence on each city page.
Exchange Rate Fluctuation
All prices are converted to USD at the time of the last update. Rapid currency movements may temporarily affect index accuracy.
Neighbourhood Variance
City-level averages mask significant neighbourhood-to-neighbourhood variance, particularly for rent. Use our data as a starting point, not a final answer.
Found an error in our data?
We take data accuracy seriously. Report any issues and our team will investigate within 48 hours.
