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“Use “compare_total_cost”: What a month actually costs in each of 41 countries on a stated income, and what is left over. Sums four lines that are kept from overlappin.”

“Use “calculate_ppp”: Given a US-denominated annual income and a target country code, returns the effective local purchasing power (income / pppIndex), the lifest.”

“Use “localize_salary”: Convert a base salary from a home country into a cost-of-living-fair local equivalent: S_local = S_base × (I_target / I_home), where I is a.”

“Use “calculate_wage_bands”: Models a country's wage distribution as log-normal, calibrated from World Bank GNI per capita (mean) and the Gini index (spread: sigma = sqr.”

compare_total_cost — What a month actually costs in each of 41 countries on a stated income, and what is left over. Sums four lines that are kept from overlappin

calculate_ppp — Given a US-denominated annual income and a target country code, returns the effective local purchasing power (income / pppIndex), the lifest

localize_salary — Convert a base salary from a home country into a cost-of-living-fair local equivalent: S_local = S_base × (I_target / I_home), where I is a

calculate_wage_bands — Models a country's wage distribution as log-normal, calibrated from World Bank GNI per capita (mean) and the Gini index (spread: sigma = sqr

compare_occupation_pay — MEASURED gross monthly earnings of employees by ISCO-08 major occupation group, from ILOSTAT — median and mean, in USD, PPP dollars and loca

build_pay_range — Returns a floor, midpoint and ceiling salary for a broad occupation and seniority in a country, anchored on ILO's measured earnings where th

check_schengen — Validate a set of trips against the Schengen Area rule: a non-EU visitor may be present at most 90 days within any rolling 180-day window. E

find_meeting_slot — Given a set of cities/timezones and each participant's local working hours, find the longest UTC window where everyone is simultaneously wit