{
  "city": "Lagos",
  "domain": "Employment",
  "sample": "assets/data/samples/employment-lagos-research-sample-100.csv",
  "records": 100,
  "fields": [
    {
      "source": "ContractId",
      "label": "Contract reference",
      "description": "The reference used to identify the contract associated with this record.",
      "example": "1142669",
      "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": "19136828",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "HouseholdId",
      "label": "Household reference",
      "description": "The reference used to identify the household associated with this record.",
      "example": "3817349",
      "populated": 96,
      "missing": 4,
      "boolean": false
    },
    {
      "source": "FullName",
      "label": "Resident name",
      "description": "The full name assigned to the synthetic resident.",
      "example": "Aghogho Aghogho Ereola",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "SnapshotDate",
      "label": "Snapshot date",
      "description": "The date represented by this extract of the synthetic data.",
      "example": "7/2/2026 12:00:00 AM",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "DOB",
      "label": "Date of birth",
      "description": "The resident’s recorded date of birth.",
      "example": "2/17/1982 12:00:00 AM",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "Age",
      "label": "Age",
      "description": "The resident’s age in years in this record.",
      "example": "44",
      "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": "Male",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "EthnicGroup",
      "label": "Ethnic group",
      "description": "The ethnic group assigned to the synthetic resident.",
      "example": "Other",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "WardName",
      "label": "Ward name",
      "description": "The name recorded for the ward associated with this record.",
      "example": "Papa-Ashafa",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "WardIncomeMultiplier",
      "label": "Ward income factor",
      "description": "The factor used to adjust modelled income for the ward; it is not a currency amount.",
      "example": "0.65",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "HouseholdType",
      "label": "Household type",
      "description": "The recorded household structure, such as a single-person or extended household.",
      "example": "Extended",
      "populated": 96,
      "missing": 4,
      "boolean": false
    },
    {
      "source": "HouseholdRole",
      "label": "Role in household",
      "description": "The resident’s recorded role within the household.",
      "example": "Head",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "HouseholdSize",
      "label": "People in household",
      "description": "The number of residents recorded in the household.",
      "example": "7",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "EmployerId",
      "label": "Employer reference",
      "description": "The reference used to identify the employer associated with this record.",
      "example": "1839",
      "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": "LOS-EMP/0009972",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "EmployerName",
      "label": "Employer name",
      "description": "The name recorded for the employer associated with this record.",
      "example": "RET Enterprises 0009972",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "EmployerSectorCode",
      "label": "Employer sector code",
      "description": "The published code identifying the employer sector. Codes are retained as supplied in the source.",
      "example": "RET",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "EmployerSize",
      "label": "Employer size",
      "description": "The size category assigned to the employer in the published source.",
      "example": "ENTERPRISE",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "EmployerWardId",
      "label": "Employer ward reference",
      "description": "The reference used to identify the employer ward associated with this record.",
      "example": "85",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "EmployerWardName",
      "label": "Employer ward name",
      "description": "The name recorded for the employer ward associated with this record.",
      "example": "Agungi",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "EmployerIsActive",
      "label": "Employer active",
      "description": "Whether the employer is marked as active in the source record. In the source file, 1 means yes and 0 means no.",
      "example": "Yes",
      "populated": 100,
      "missing": 0,
      "boolean": true
    },
    {
      "source": "DepartmentId",
      "label": "Department reference",
      "description": "The reference used to identify the department associated with this record.",
      "example": "8571",
      "populated": 95,
      "missing": 5,
      "boolean": false
    },
    {
      "source": "DepartmentCode",
      "label": "Department code",
      "description": "The published code identifying the department. Codes are retained as supplied in the source.",
      "example": "LOS-DEPT/0001839/2",
      "populated": 95,
      "missing": 5,
      "boolean": false
    },
    {
      "source": "DepartmentName",
      "label": "Department name",
      "description": "The name recorded for the department associated with this record.",
      "example": "Human Resources",
      "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": "HRES01",
      "populated": 95,
      "missing": 5,
      "boolean": false
    },
    {
      "source": "JobTitle",
      "label": "Job title",
      "description": "The title of the role recorded for this employment.",
      "example": "HR Director",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "EmploymentType",
      "label": "Employment arrangement",
      "description": "The type of employment arrangement recorded, such as permanent or temporary.",
      "example": "FULL-TIME",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "StartDate",
      "label": "Start date",
      "description": "The date recorded for the start event.",
      "example": "7/1/2009 12:00:00 AM",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "EndDate",
      "label": "End date",
      "description": "The date recorded for the end event.",
      "example": "1/14/2012 12:00:00 AM",
      "populated": 5,
      "missing": 95,
      "boolean": false
    },
    {
      "source": "GrossMonthlyLocal",
      "label": "Gross monthly pay",
      "description": "The recorded monthly pay before deductions, in local currency.",
      "example": "124291.78",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "ContractIsActive",
      "label": "Contract active",
      "description": "Whether the contract is marked as active in the source record. In the source file, 1 means yes and 0 means no.",
      "example": "Yes",
      "populated": 100,
      "missing": 0,
      "boolean": true
    },
    {
      "source": "HasTermination",
      "label": "Termination recorded",
      "description": "Whether termination is present in the associated source record. In the source file, 1 means yes and 0 means no.",
      "example": "No",
      "populated": 100,
      "missing": 0,
      "boolean": true
    },
    {
      "source": "TerminationDate",
      "label": "Termination date",
      "description": "The date recorded for the termination event.",
      "example": "1/14/2012 12:00:00 AM",
      "populated": 5,
      "missing": 95,
      "boolean": false
    },
    {
      "source": "TerminationReason",
      "label": "Termination reason",
      "description": "The reason recorded for the termination event.",
      "example": "DEATH",
      "populated": 5,
      "missing": 95,
      "boolean": false
    },
    {
      "source": "IsVoluntary",
      "label": "Voluntary departure",
      "description": "Whether the employment termination is recorded as voluntary. In the source file, 1 means yes and 0 means no.",
      "example": "No",
      "populated": 5,
      "missing": 95,
      "boolean": true
    },
    {
      "source": "HasPayrollRecord",
      "label": "Payroll record recorded",
      "description": "Whether payroll record is present in the associated source record. In the source file, 1 means yes and 0 means no.",
      "example": "Yes",
      "populated": 100,
      "missing": 0,
      "boolean": true
    },
    {
      "source": "LatestPayYear",
      "label": "Latest pay year",
      "description": "The calendar year associated with latest pay in this record.",
      "example": "2026",
      "populated": 95,
      "missing": 5,
      "boolean": false
    },
    {
      "source": "LatestPayMonth",
      "label": "Latest pay month",
      "description": "The month associated with latest pay, recorded as a month number.",
      "example": "7",
      "populated": 95,
      "missing": 5,
      "boolean": false
    },
    {
      "source": "LatestGrossAmount",
      "label": "Latest gross amount",
      "description": "The recorded amount for latest gross, in the source’s local currency.",
      "example": "124291.78",
      "populated": 95,
      "missing": 5,
      "boolean": false
    },
    {
      "source": "LatestPayeAmount",
      "label": "Latest income tax deduction",
      "description": "The PAYE income tax amount in the latest payroll record, in local currency.",
      "example": "18643.77",
      "populated": 95,
      "missing": 5,
      "boolean": false
    },
    {
      "source": "LatestHealthInsuranceAmount",
      "label": "Latest health insurance amount",
      "description": "The recorded amount for latest health insurance, in the source’s local currency.",
      "example": "2175.11",
      "populated": 95,
      "missing": 5,
      "boolean": false
    },
    {
      "source": "LatestPensionAmount",
      "label": "Latest pension amount",
      "description": "The recorded amount for latest pension, in the source’s local currency.",
      "example": "9943.34",
      "populated": 95,
      "missing": 5,
      "boolean": false
    },
    {
      "source": "LatestNetAmount",
      "label": "Latest net amount",
      "description": "The recorded amount for latest net, in the source’s local currency.",
      "example": "93529.56",
      "populated": 95,
      "missing": 5,
      "boolean": false
    },
    {
      "source": "HasPensionContribution",
      "label": "Pension contribution recorded",
      "description": "Whether pension contribution is present in the associated source record. In the source file, 1 means yes and 0 means no.",
      "example": "Yes",
      "populated": 100,
      "missing": 0,
      "boolean": true
    },
    {
      "source": "LatestEmployeeContribLocal",
      "label": "Latest employee pension contribution",
      "description": "The employee contribution in the latest pension record, in local currency.",
      "example": "9943.34",
      "populated": 95,
      "missing": 5,
      "boolean": false
    },
    {
      "source": "LatestEmployerContribLocal",
      "label": "Latest employer pension contribution",
      "description": "The employer contribution in the latest pension record, in local currency.",
      "example": "12429.18",
      "populated": 95,
      "missing": 5,
      "boolean": false
    },
    {
      "source": "BenefitCount",
      "label": "Benefit count",
      "description": "The number of benefit records included in this extract for the associated person or entity.",
      "example": "3",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "LeaveRecordCount",
      "label": "Leave record count",
      "description": "The number of leave record records included in this extract for the associated person or entity.",
      "example": "1",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "TotalDaysTaken",
      "label": "Leave days taken",
      "description": "The total number of leave days recorded for the employment.",
      "example": "0",
      "populated": 95,
      "missing": 5,
      "boolean": false
    },
    {
      "source": "PromotionCount",
      "label": "Promotion count",
      "description": "The number of promotion records included in this extract for the associated person or entity.",
      "example": "2",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "HasSelfEmployment",
      "label": "Self employment recorded",
      "description": "Whether self employment is present in the associated source record. In the source file, 1 means yes and 0 means no.",
      "example": "No",
      "populated": 100,
      "missing": 0,
      "boolean": true
    },
    {
      "source": "SelfEmploymentBusinessType",
      "label": "Self employment business type",
      "description": "The category or type assigned to the self employment business in the source record.",
      "example": "Not provided",
      "populated": 0,
      "missing": 100,
      "boolean": false
    },
    {
      "source": "SelfEmploymentIsActive",
      "label": "Self employment active",
      "description": "Whether the self employment is marked as active in the source record.",
      "example": "Not provided",
      "populated": 0,
      "missing": 100,
      "boolean": false
    },
    {
      "source": "ProfessionalLicenseCount",
      "label": "Professional license count",
      "description": "The number of professional license records included in this extract for the associated person or entity.",
      "example": "0",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "ActiveProfessionalLicenseCount",
      "label": "Active professional license count",
      "description": "The number of active professional license records included in this extract for the associated person or entity.",
      "example": "0",
      "populated": 100,
      "missing": 0,
      "boolean": false
    },
    {
      "source": "HasWorkPermit",
      "label": "Work permit recorded",
      "description": "Whether work permit is present in the associated source record. In the source file, 1 means yes and 0 means no.",
      "example": "No",
      "populated": 100,
      "missing": 0,
      "boolean": true
    },
    {
      "source": "WorkPermitType",
      "label": "Work permit type",
      "description": "The category or type assigned to the work permit in the source record.",
      "example": "CERPAC",
      "populated": 5,
      "missing": 95,
      "boolean": false
    },
    {
      "source": "WorkPermitExpiryDate",
      "label": "Work permit expiry date",
      "description": "The date recorded for the work permit expiry event.",
      "example": "8/27/2027 12:00:00 AM",
      "populated": 5,
      "missing": 95,
      "boolean": false
    },
    {
      "source": "WorkPermitStatus",
      "label": "Work permit status",
      "description": "The state recorded for the work permit in this extract.",
      "example": "ACTIVE",
      "populated": 5,
      "missing": 95,
      "boolean": false
    },
    {
      "source": "HasUnionMembership",
      "label": "Union membership recorded",
      "description": "Whether union membership is present in the associated source record. In the source file, 1 means yes and 0 means no.",
      "example": "Yes",
      "populated": 100,
      "missing": 0,
      "boolean": true
    },
    {
      "source": "UnionName",
      "label": "Union name",
      "description": "The name recorded for the union associated with this record.",
      "example": "NLC-Affiliated",
      "populated": 24,
      "missing": 76,
      "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": "Yes",
      "populated": 24,
      "missing": 76,
      "boolean": true
    },
    {
      "source": "HasBusinessOwnership",
      "label": "Business ownership recorded",
      "description": "Whether business ownership is present in the associated source record. In the source file, 1 means yes and 0 means no.",
      "example": "No",
      "populated": 100,
      "missing": 0,
      "boolean": true
    },
    {
      "source": "OwnedBusinessCount",
      "label": "Owned business count",
      "description": "The number of owned business records included in this extract for the associated person or entity.",
      "example": "0",
      "populated": 100,
      "missing": 0,
      "boolean": false
    }
  ]
}