{
  "ok": true,
  "country": {
    "code": "KE",
    "name": "Kenya",
    "flag": "🇰🇪"
  },
  "model": {
    "meanMonthly": 158,
    "sigma": 0.856,
    "mu": 4.6981,
    "gini": 38.5,
    "giniAdjusted": 45.5,
    "giniBasis": "consumption",
    "giniEstimated": false
  },
  "source": {
    "gniPerCapitaUsd": 2200,
    "gniYear": 2025,
    "giniYear": 2022
  },
  "bands": {
    "survival": {
      "monthlyUsd": 608,
      "annualUsd": 7296,
      "local": {
        "currency": "KES",
        "monthly": 78616,
        "annual": 943395
      }
    },
    "minimum": {
      "monthlyUsd": 119,
      "annualUsd": 1428,
      "local": {
        "currency": "KES",
        "monthly": 15387,
        "annual": 184645
      }
    },
    "minimumNote": "ILOSTAT statutory monthly minimum wage, 2024 (USD).",
    "minimumSource": "ilostat",
    "median": {
      "monthlyUsd": 110,
      "annualUsd": 1320,
      "local": {
        "currency": "KES",
        "monthly": 14223,
        "annual": 170680
      }
    },
    "comfortable": {
      "monthlyUsd": 195,
      "annualUsd": 2340,
      "local": {
        "currency": "KES",
        "monthly": 25214,
        "annual": 302569
      }
    },
    "top10": {
      "monthlyUsd": 329,
      "annualUsd": 3948,
      "local": {
        "currency": "KES",
        "monthly": 42541,
        "annual": 510488
      }
    },
    "top1": {
      "monthlyUsd": 804,
      "annualUsd": 9648,
      "local": {
        "currency": "KES",
        "monthly": 103960,
        "annual": 1247515
      }
    }
  },
  "curve": [
    {
      "p": 10,
      "monthlyUsd": 37
    },
    {
      "p": 25,
      "monthlyUsd": 62
    },
    {
      "p": 50,
      "monthlyUsd": 110
    },
    {
      "p": 75,
      "monthlyUsd": 195
    },
    {
      "p": 90,
      "monthlyUsd": 329
    },
    {
      "p": 95,
      "monthlyUsd": 449
    },
    {
      "p": 99,
      "monthlyUsd": 804
    }
  ],
  "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": "2025/2022",
        "year": 2025,
        "url": "https://data.worldbank.org/indicator/NY.GNP.PCAP.CD"
      }
    ],
    "citation": "Geo-Parity — Local Salary Benchmarker. Data: World Bank — GNI per capita & Gini index (2025). https://geo-parity.com/wage-bands/kenya/",
    "permalink": "https://geo-parity.com/wage-bands/kenya/",
    "terms": "Free to use and quote with attribution. Figures are estimates for orientation, not advice."
  }
}