{
  "ok": true,
  "country": {
    "code": "LB",
    "name": "Lebanon",
    "flag": "🇱🇧"
  },
  "model": {
    "meanMonthly": 422,
    "sigma": 0.793,
    "mu": 5.7297,
    "gini": 35.5,
    "giniAdjusted": 42.5,
    "giniBasis": "consumption",
    "giniEstimated": false
  },
  "source": {
    "gniPerCapitaUsd": 3560,
    "gniYear": 2024,
    "giniYear": 2022
  },
  "bands": {
    "survival": {
      "monthlyUsd": 748,
      "annualUsd": 8976,
      "local": {
        "currency": "LBP",
        "monthly": 66946000,
        "annual": 803352000
      }
    },
    "minimum": {
      "monthlyUsd": 201,
      "annualUsd": 2412,
      "local": {
        "currency": "LBP",
        "monthly": 17989500,
        "annual": 215874000
      }
    },
    "minimumNote": "ILOSTAT statutory monthly minimum wage, 2024 (USD).",
    "minimumSource": "ilostat",
    "median": {
      "monthlyUsd": 308,
      "annualUsd": 3696,
      "local": {
        "currency": "LBP",
        "monthly": 27566000,
        "annual": 330792000
      }
    },
    "comfortable": {
      "monthlyUsd": 526,
      "annualUsd": 6312,
      "local": {
        "currency": "LBP",
        "monthly": 47077000,
        "annual": 564924000
      }
    },
    "top10": {
      "monthlyUsd": 851,
      "annualUsd": 10212,
      "local": {
        "currency": "LBP",
        "monthly": 76164500,
        "annual": 913974000
      }
    },
    "top1": {
      "monthlyUsd": 1948,
      "annualUsd": 23376,
      "local": {
        "currency": "LBP",
        "monthly": 174346000,
        "annual": 2092152000
      }
    }
  },
  "curve": [
    {
      "p": 10,
      "monthlyUsd": 111
    },
    {
      "p": 25,
      "monthlyUsd": 180
    },
    {
      "p": 50,
      "monthlyUsd": 308
    },
    {
      "p": 75,
      "monthlyUsd": 526
    },
    {
      "p": 90,
      "monthlyUsd": 851
    },
    {
      "p": 95,
      "monthlyUsd": 1135
    },
    {
      "p": 99,
      "monthlyUsd": 1948
    }
  ],
  "attribution": {
    "sources": [
      {
        "id": "worldbank-gni-gini",
        "label": "World Bank — GNI per capita & Gini index",
        "attribution": "Log-normal wage model calibrated on World Bank GNI per capita (adjusted by the employment-to-population ratio) and the Gini index. Estimates, not payroll data.",
        "updated": "2024/2022",
        "year": 2024,
        "url": "https://data.worldbank.org/indicator/NY.GNP.PCAP.CD"
      }
    ],
    "citation": "Geo-Parity — Local Salary Benchmarker. Data: World Bank — GNI per capita & Gini index (2024). https://geo-parity.com/wage-bands/lebanon/",
    "permalink": "https://geo-parity.com/wage-bands/lebanon/",
    "terms": "Free to use and quote with attribution. Figures are estimates for orientation, not advice."
  }
}