{
  "ok": true,
  "country": {
    "code": "MW",
    "name": "Malawi",
    "flag": "🇲🇼"
  },
  "model": {
    "meanMonthly": 46,
    "sigma": 0.856,
    "mu": 3.4686999999999997,
    "gini": 38.5,
    "giniAdjusted": 45.5,
    "giniBasis": "consumption",
    "giniEstimated": false
  },
  "source": {
    "gniPerCapitaUsd": 600,
    "gniYear": 2025,
    "giniYear": 2019
  },
  "bands": {
    "survival": {
      "monthlyUsd": 617,
      "annualUsd": 7404,
      "local": {
        "currency": "MWK",
        "monthly": 716395,
        "annual": 8596740
      }
    },
    "minimum": {
      "monthlyUsd": 43,
      "annualUsd": 516,
      "local": {
        "currency": "MWK",
        "monthly": 49927,
        "annual": 599125
      }
    },
    "minimumNote": "ILOSTAT statutory monthly minimum wage, 2023 (USD).",
    "minimumSource": "ilostat",
    "median": {
      "monthlyUsd": 32,
      "annualUsd": 384,
      "local": {
        "currency": "MWK",
        "monthly": 37155,
        "annual": 445860
      }
    },
    "comfortable": {
      "monthlyUsd": 57,
      "annualUsd": 684,
      "local": {
        "currency": "MWK",
        "monthly": 66182,
        "annual": 794188
      }
    },
    "top10": {
      "monthlyUsd": 96,
      "annualUsd": 1152,
      "local": {
        "currency": "MWK",
        "monthly": 111465,
        "annual": 1337580
      }
    },
    "top1": {
      "monthlyUsd": 235,
      "annualUsd": 2820,
      "local": {
        "currency": "MWK",
        "monthly": 272857,
        "annual": 3274285
      }
    }
  },
  "curve": [
    {
      "p": 10,
      "monthlyUsd": 11
    },
    {
      "p": 25,
      "monthlyUsd": 18
    },
    {
      "p": 50,
      "monthlyUsd": 32
    },
    {
      "p": 75,
      "monthlyUsd": 57
    },
    {
      "p": 90,
      "monthlyUsd": 96
    },
    {
      "p": 95,
      "monthlyUsd": 131
    },
    {
      "p": 99,
      "monthlyUsd": 235
    }
  ],
  "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": "2025/2019",
        "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/malawi/",
    "permalink": "https://geo-parity.com/wage-bands/malawi/",
    "terms": "Free to use and quote with attribution. Figures are estimates for orientation, not advice."
  }
}