How to read a cost-of-living result with limited data

Coverage is not accuracy

Coverage describes how much of a configured calculation has usable inputs. It does not measure how closely the result will match your spending. A missing expensive category can matter more to your decision than several known inexpensive categories.

Look at the item labels: observed market data, reference data, estimates and your own inputs answer different questions. A country-level reference must not silently become a measured price for your chosen city.

Read each range on its own terms

A range derived from observed quartiles describes a sample distribution. A broad planning range based on assumptions describes uncertainty in a starting budget. They are not interchangeable. Lifovra’s unconfirmed starter assumptions must not be read as local survey results or a statistical confidence interval.

Improve the personal calculation

Replace the largest uncertain expense first when you have better information: for many rental scenarios that means a real housing quote. Then add your expected bills and travel pattern. Your inputs can make the personal budget more complete without making the underlying city dataset more complete.

Do not compare two covered subtotals as if both were full budgets when they omit different categories. List the omissions beside the result before drawing a conclusion.

Sources and further reading

• Lifovra — How it works