[
  {
    "source": "ContractId",
    "label": "Contract reference",
    "description": "The reference used to identify the contract associated with this record.",
    "example": "40097",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "CitizenId",
    "label": "Resident reference",
    "description": "The synthetic resident reference used to connect this record to other city data.",
    "example": "724227",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "HouseholdId",
    "label": "Household  reference",
    "description": "Household  reference as supplied in the employment extract; absent values remain unfilled.",
    "example": "1509817",
    "populated": 86,
    "missing": 14,
    "boolean": false
  },
  {
    "source": "FullName",
    "label": "Resident name",
    "description": "The resident name exactly as supplied.",
    "example": "Muia Mbatha",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "SnapshotDate",
    "label": "Snapshot date",
    "description": "The supplied reference date. Hidden in displayed columns and retained in downloads.",
    "example": "2026-07-02",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "DOB",
    "label": "Date of birth",
    "description": "The resident’s recorded date of birth.",
    "example": "1970-01-11",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "Age",
    "label": "Age at snapshot",
    "description": "Resident age at the supplied snapshot, including ended contracts.",
    "example": "56",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "Gender",
    "label": "Gender",
    "description": "The gender recorded for the synthetic resident; M and F denote male and female in these samples.",
    "example": "M",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "EthnicGroup",
    "label": "Ethnic  group",
    "description": "Ethnic  group as supplied in the employment extract; absent values remain unfilled.",
    "example": "Kamba",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "WardName",
    "label": "Ward  name",
    "description": "Ward  name as supplied in the employment extract; absent values remain unfilled.",
    "example": "Matopeni/Spring Valley",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "WardIncomeMultiplier",
    "label": "Ward  income  multiplier",
    "description": "Ward  income  multiplier as supplied in the employment extract; absent values remain unfilled.",
    "example": "1.80",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "HouseholdType",
    "label": "Household  type",
    "description": "Household  type as supplied in the employment extract; absent values remain unfilled.",
    "example": "Nuclear",
    "populated": 86,
    "missing": 14,
    "boolean": false
  },
  {
    "source": "HouseholdRole",
    "label": "Household  role",
    "description": "Household  role as supplied in the employment extract; absent values remain unfilled.",
    "example": "Head",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "HouseholdSize",
    "label": "Household  size",
    "description": "Household size as supplied in the extract.",
    "example": "4",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "EmployerId",
    "label": "Employer reference",
    "description": "The reference used to identify the employer associated with this record.",
    "example": "964",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "EmployerCode",
    "label": "Employer code",
    "description": "The published code identifying the employer. Codes are retained as supplied in the source.",
    "example": "NRB-EMP/0000964",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "EmployerName",
    "label": "Employer name",
    "description": "The name recorded for the employer associated with this record.",
    "example": "HEALTHCARE Employer 0000964",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "EmployerSectorCode",
    "label": "Employer  sector  code",
    "description": "The sector code recorded for the employer.",
    "example": "HEALTHCARE",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "EmployerSize",
    "label": "Employer size",
    "description": "The size category assigned to the employer in the published source.",
    "example": "LARGE",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "EmployerWardId",
    "label": "Employer  ward  reference",
    "description": "Employer  ward  reference as supplied in the employment extract; absent values remain unfilled.",
    "example": "67",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "EmployerWardName",
    "label": "Employer  ward  name",
    "description": "Employer  ward  name as supplied in the employment extract; absent values remain unfilled.",
    "example": "Viwandani",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "EmployerIsActive",
    "label": "Employer active",
    "description": "Whether the source marks the employer as active.",
    "example": "1",
    "populated": 100,
    "missing": 0,
    "boolean": true
  },
  {
    "source": "DepartmentId",
    "label": "Department reference",
    "description": "The reference used to identify the department associated with this record.",
    "example": "6636",
    "populated": 95,
    "missing": 5,
    "boolean": false
  },
  {
    "source": "DepartmentCode",
    "label": "Department  code",
    "description": "Department  code as supplied in the employment extract; absent values remain unfilled.",
    "example": "NRB-DEPT/0000964/4",
    "populated": 95,
    "missing": 5,
    "boolean": false
  },
  {
    "source": "DepartmentName",
    "label": "Department name",
    "description": "The name recorded for the department associated with this record.",
    "example": "Executive",
    "populated": 95,
    "missing": 5,
    "boolean": false
  },
  {
    "source": "JobTitleId",
    "label": "Job title reference",
    "description": "The reference used to identify the job title associated with this record.",
    "example": "EXEC03",
    "populated": 95,
    "missing": 5,
    "boolean": false
  },
  {
    "source": "JobTitle",
    "label": "Job title",
    "description": "The title of the role recorded for this employment.",
    "example": "General Manager",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "EmploymentType",
    "label": "Employment arrangement",
    "description": "The type of employment arrangement recorded, such as permanent or temporary.",
    "example": "PART-TIME",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "StartDate",
    "label": "Employment start date",
    "description": "The recorded employment start date.",
    "example": "1995-02-13",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "EndDate",
    "label": "Employment end date",
    "description": "The recorded employment end date, when present.",
    "example": "2026-07-02",
    "populated": 31,
    "missing": 69,
    "boolean": false
  },
  {
    "source": "GrossMonthlyLocal",
    "label": "Gross monthly pay (local)",
    "description": "Gross monthly pay in local currency, as supplied.",
    "example": "174778.15",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "ContractIsActive",
    "label": "Contract active",
    "description": "Whether the source marks this employment contract as active.",
    "example": "1",
    "populated": 100,
    "missing": 0,
    "boolean": true
  },
  {
    "source": "HasTermination",
    "label": "Termination recorded",
    "description": "Whether termination recorded, as supplied in this extract.",
    "example": "0",
    "populated": 100,
    "missing": 0,
    "boolean": true
  },
  {
    "source": "TerminationDate",
    "label": "Termination date",
    "description": "The date recorded for the termination event.",
    "example": "2026-07-02",
    "populated": 31,
    "missing": 69,
    "boolean": false
  },
  {
    "source": "TerminationReason",
    "label": "Termination reason",
    "description": "The reason recorded for the termination event.",
    "example": "REDUNDANCY",
    "populated": 31,
    "missing": 69,
    "boolean": false
  },
  {
    "source": "IsVoluntary",
    "label": "Voluntary departure",
    "description": "Whether the employment termination is recorded as voluntary.",
    "example": "0",
    "populated": 31,
    "missing": 69,
    "boolean": true
  },
  {
    "source": "HasPayrollRecord",
    "label": "Payroll recorded",
    "description": "Whether payroll recorded, as supplied in this extract.",
    "example": "1",
    "populated": 100,
    "missing": 0,
    "boolean": true
  },
  {
    "source": "LatestPayYear",
    "label": "Latest  pay  year",
    "description": "Latest  pay  year as supplied in the employment extract; absent values remain unfilled.",
    "example": "2026",
    "populated": 84,
    "missing": 16,
    "boolean": false
  },
  {
    "source": "LatestPayMonth",
    "label": "Latest  pay  month",
    "description": "Latest  pay  month as supplied in the employment extract; absent values remain unfilled.",
    "example": "7",
    "populated": 84,
    "missing": 16,
    "boolean": false
  },
  {
    "source": "LatestGrossAmount",
    "label": "Latest  gross  amount",
    "description": "Latest  gross  amount as supplied in the employment extract; absent values remain unfilled.",
    "example": "174778.15",
    "populated": 84,
    "missing": 16,
    "boolean": false
  },
  {
    "source": "LatestPayeAmount",
    "label": "Latest PAYE deduction",
    "description": "Latest PAYE deduction as supplied in the employment extract; absent values remain unfilled.",
    "example": "44816.80",
    "populated": 84,
    "missing": 16,
    "boolean": false
  },
  {
    "source": "LatestHealthInsuranceAmount",
    "label": "Latest  health  insurance  amount",
    "description": "Latest  health  insurance  amount as supplied in the employment extract; absent values remain unfilled.",
    "example": "1700.00",
    "populated": 84,
    "missing": 16,
    "boolean": false
  },
  {
    "source": "LatestPensionAmount",
    "label": "Latest  pension  amount",
    "description": "Latest  pension  amount as supplied in the employment extract; absent values remain unfilled.",
    "example": "1080.00",
    "populated": 84,
    "missing": 16,
    "boolean": false
  },
  {
    "source": "LatestNetAmount",
    "label": "Latest  net  amount",
    "description": "Net pay in the latest supplied payroll record.",
    "example": "127181.35",
    "populated": 84,
    "missing": 16,
    "boolean": false
  },
  {
    "source": "HasPensionContribution",
    "label": "Pension contribution recorded",
    "description": "Whether pension contribution recorded, as supplied in this extract.",
    "example": "1",
    "populated": 100,
    "missing": 0,
    "boolean": true
  },
  {
    "source": "LatestEmployeeContribLocal",
    "label": "Latest  employee  contrib  local",
    "description": "Latest  employee  contrib  local as supplied in the employment extract; absent values remain unfilled.",
    "example": "1080.00",
    "populated": 84,
    "missing": 16,
    "boolean": false
  },
  {
    "source": "LatestEmployerContribLocal",
    "label": "Latest  employer  contrib  local",
    "description": "Latest  employer  contrib  local as supplied in the employment extract; absent values remain unfilled.",
    "example": "1080.00",
    "populated": 84,
    "missing": 16,
    "boolean": false
  },
  {
    "source": "BenefitCount",
    "label": "Benefit  count",
    "description": "The supplied count of benefit .",
    "example": "3",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "LeaveRecordCount",
    "label": "Leave  record  count",
    "description": "The supplied count of leave  record .",
    "example": "1",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "TotalDaysTaken",
    "label": "Total  days  taken",
    "description": "Total  days  taken as supplied in the employment extract; absent values remain unfilled.",
    "example": "0",
    "populated": 83,
    "missing": 17,
    "boolean": false
  },
  {
    "source": "PromotionCount",
    "label": "Promotion  count",
    "description": "The supplied count of promotion .",
    "example": "0",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "HasSelfEmployment",
    "label": "Self-employment recorded",
    "description": "Whether self-employment recorded, as supplied in this extract.",
    "example": "0",
    "populated": 100,
    "missing": 0,
    "boolean": true
  },
  {
    "source": "SelfEmploymentBusinessType",
    "label": "Self  employment  business  type",
    "description": "Self  employment  business  type as supplied in the employment extract; absent values remain unfilled.",
    "example": "",
    "populated": 0,
    "missing": 100,
    "boolean": false
  },
  {
    "source": "SelfEmploymentIsActive",
    "label": "Self  employment  is  active",
    "description": "Self  employment  is  active as supplied in the employment extract; absent values remain unfilled.",
    "example": "",
    "populated": 0,
    "missing": 100,
    "boolean": true
  },
  {
    "source": "ProfessionalLicenseCount",
    "label": "Professional  license  count",
    "description": "The supplied count of professional  license .",
    "example": "0",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "ActiveProfessionalLicenseCount",
    "label": "Active  professional  license  count",
    "description": "The supplied count of active  professional  license .",
    "example": "0",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "HasWorkPermit",
    "label": "Work permit recorded",
    "description": "Whether work permit recorded, as supplied in this extract.",
    "example": "0",
    "populated": 100,
    "missing": 0,
    "boolean": true
  },
  {
    "source": "WorkPermitType",
    "label": "Work  permit  type",
    "description": "Work  permit  type as supplied in the employment extract; absent values remain unfilled.",
    "example": "CLASS-M",
    "populated": 48,
    "missing": 52,
    "boolean": false
  },
  {
    "source": "WorkPermitExpiryDate",
    "label": "Work  permit  expiry  date",
    "description": "Work  permit  expiry  date as supplied in the employment extract; absent values remain unfilled.",
    "example": "2025-10-27",
    "populated": 48,
    "missing": 52,
    "boolean": false
  },
  {
    "source": "WorkPermitStatus",
    "label": "Work  permit  status",
    "description": "Work  permit  status as supplied in the employment extract; absent values remain unfilled.",
    "example": "REVOKED",
    "populated": 48,
    "missing": 52,
    "boolean": false
  },
  {
    "source": "HasUnionMembership",
    "label": "Union membership recorded",
    "description": "Whether union membership recorded, as supplied in this extract.",
    "example": "0",
    "populated": 100,
    "missing": 0,
    "boolean": true
  },
  {
    "source": "UnionName",
    "label": "Union name",
    "description": "The name recorded for the union associated with this record.",
    "example": "COTU-Affiliated",
    "populated": 31,
    "missing": 69,
    "boolean": false
  },
  {
    "source": "UnionMembershipIsActive",
    "label": "Union membership active",
    "description": "Whether the union membership is marked as active in the source record. In the source file, 1 means yes and 0 means no.",
    "example": "1",
    "populated": 31,
    "missing": 69,
    "boolean": true
  },
  {
    "source": "HasBusinessOwnership",
    "label": "Business ownership recorded",
    "description": "Whether business ownership recorded, as supplied in this extract.",
    "example": "0",
    "populated": 100,
    "missing": 0,
    "boolean": true
  },
  {
    "source": "OwnedBusinessCount",
    "label": "Owned  business  count",
    "description": "The supplied count of owned  business .",
    "example": "0",
    "populated": 100,
    "missing": 0,
    "boolean": false
  },
  {
    "source": "SampleHash",
    "label": "Sample reference hash",
    "description": "The supplied row-selection hash, retained for source traceability.",
    "example": "0x0024B29BED20224D48599C3E980F4C28DD2D4400BF7ABF8D0ECD4E3F25BB6905",
    "populated": 100,
    "missing": 0,
    "boolean": false
  }
]