Employment context

Labour availability

All250 registry entries; employment availability differs from task join feasibility

250rows

24fields

250geography identifiers

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What one row represents

registry country or area

Units: Boolean availability and source metadata

Data preview

First 8 rows of 250. Choose the columns to inspect; the download includes every field.

Choose preview columns (24 available)

Country codecountry	Country ISO3country_iso3	Country or areacountry_name	Present in sourcesource_country_present	Published task evidencehas_published_tasks	Employment availableemployment_available	Employment source tieremployment_source_tier	Employment periodemployment_period	Employment occupation levelemployment_occupation_level	Employment populationemployment_population	Employment age scopeemployment_age_scope	Employment definitionemployment_definition	Employment source datasetemployment_source_dataset	Employment source notesemployment_source_notes	Employment data age yearsemployment_data_age_years	Earnings availableearnings_available	Earnings source datasetearnings_source_dataset	Earnings periodearnings_period	Earnings occupation levelearnings_occupation_level	Reasonreason	Ilostat other classification availableilostat_other_classification_available	Task join statustask_join_status	Task weighted result possibletask_weighted_result_possible
AFG	AFG	Afghanistan	False	False	True	ILOSTAT_ISCO08_L2_ICLS19	2021	2	Employed persons, sex total; ICLS19; source-specific age/coverage retained in notes	Source-specific working-age population; no explicit age limit in retrieved row notes	ICLS19	EMP_5EMP_SEX_OC2_NB_A	Repository: ILO-STATISTICS - Micro data processing \| Data reference period: First quarter	5	False				Available at published resolution; periods, definitions and age scopes differ	True	No published country task rows	False
ALB	ALB	Albania	True	True	True	ILOSTAT_ISCO08_L2_ICLS13_or_national	2024	2	Employed persons, sex total; ICLS13_or_national; source-specific age/coverage retained in notes	Source-specific working-age population; no explicit age limit in retrieved row notes	ICLS13_or_national	EMP_TEMP_SEX_OC2_NB_A	Repository: ILO-STATISTICS - Micro data processing	2	True	earn_ses22_14	2022	1	Available at published resolution; periods, definitions and age scopes differ	True	Eligible at published resolution	True
DZA	DZA	Algeria	True	True	True	ILOSTAT_ISCO08_L1_ICLS13_or_national	2014	1	Employed persons, sex total; ICLS13_or_national; source-specific age/coverage retained in notes	Source-specific working-age population; no explicit age limit in retrieved row notes	ICLS13_or_national	EMP_TEMP_SEX_OCU_NB_A	Data reference period: September	12	False				Available at published resolution; periods, definitions and age scopes differ	True	Eligible at published resolution	True
ASM	ASM	American Samoa	False	False	False										False				No selected public ISCO08/SOC2020 occupation-employment panel; national/older classifications are not silently crosswalked	False	No published country task rows	False
AND	AND	Andorra	True	False	False										False				No selected public ISCO08/SOC2020 occupation-employment panel; national/older classifications are not silently crosswalked	False	No published country task rows	False
AGO	AGO	Angola	True	True	True	ILOSTAT_ISCO08_L2_ICLS19	2025	2	Employed persons, sex total; ICLS19; source-specific age/coverage retained in notes	Source-specific working-age population; no explicit age limit in retrieved row notes	ICLS19	EMP_5EMP_SEX_OC2_NB_A	Repository: ILO-STATISTICS - Micro data processing	1	False				Available at published resolution; periods, definitions and age scopes differ	True	Eligible at published resolution	True
AIA	AIA	Anguilla	False	False	False										False				No selected public ISCO08/SOC2020 occupation-employment panel; national/older classifications are not silently crosswalked	True	No published country task rows	False
ATA	ATA	Antarctica	False	False	False										False				No selected public ISCO08/SOC2020 occupation-employment panel; national/older classifications are not silently crosswalked	False	No published country task rows	False

Field definitions

Find a field or definition

Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning

Country codecountry: Canonical ISO3 or explicitly labelled additional source geography
Unit: identifier
Country ISO3country_iso3: Canonical country or area code
Unit: identifier
Country or areacountry_name: Project display name; original provider name retained separately
Unit: label
Present in sourcesource_country_present: At least one country-level row in the pinned consumer releases
Unit: boolean
Published task evidencehas_published_tasks: At least one positive published numeric/text task cell in a supported period
Unit: boolean
Employment availableemployment_available: A compatible official occupation-employment panel was selected for the geography; does not establish usage data or complete occupation matching
Unit: boolean
Employment source tieremployment_source_tier: Selected employment provider, occupation detail and definition label; documents the finest-detail/recency policy and UK-specific route
Unit: category
Employment periodemployment_period: Reference period of the selected employment statistics; distinct from the Claude observation dates and source retrieval date
Unit: source period
Employment occupation levelemployment_occupation_level: Occupation detail used by the selected employment panel: ISCO08 one/two digits or UK SOC2020 four digits
Unit: classification digits
Employment populationemployment_population: Population represented by the selected employment panel; source-specific universes are not harmonized by the join
Unit: source metadata
Employment age scopeemployment_age_scope: Age-coverage information from the selected employment panel; no universal working-age range is imposed
Unit: source metadata
Employment definitionemployment_definition: Employment concept retained from the selected source, including ICLS19 versus ICLS13/national or UK APS definitions
Unit: source metadata
Employment source datasetemployment_source_dataset: Provider dataset/indicator code for the selected employment panel, such as the ILOSTAT annual series, Eurostat LFS or UK APS218
Unit: identifier
Employment source notesemployment_source_notes: National source notes, including explicit ages or special annual-average conventions
Unit: source metadata
Employment indicator notesemployment_indicator_notes: Indicator/ICLS definition and source coverage notes
Unit: source metadata
Employment data age yearsemployment_data_age_years: 2026 minus the first four digits of the selected employment reference period; a reference-year lag, not years since download
Unit: years
Earnings availableearnings_available: A public SES/ASHE earnings source is available under the documented selection; does not establish a harmonized wage bill or values for every occupation
Unit: boolean
Earnings source datasetearnings_source_dataset: Provider dataset code for the earnings input: Eurostat earn_ses22_14 or UK ASHE14 under the current selection
Unit: identifier
Earnings periodearnings_period: Reference year of the earnings survey used for the pay-weighting proxy, separate from employment and Claude dates
Unit: source period
Earnings occupation levelearnings_occupation_level: Published earnings detail used: ISCO08 major group for SES or UK SOC2020 unit group for ASHE
Unit: classification digits
Reasonreason: Explicit availability/quantity/source interpretation; do not infer missing values as zero
Unit: metadata
Ilostat other classification availableilostat_other_classification_available: Any occupation rows occur in the queried ILOSTAT series before the ISCO08 restriction; despite the field name, true alone does not prove an additional incompatible classification
Unit: boolean
Task join statustask_join_status: Explicit availability/quantity/source interpretation; do not infer missing values as zero
Unit: metadata
Task weighted result possibletask_weighted_result_possible: Positive published task data and a selected compatible employment panel both exist; eligibility for a join, not proof of complete score support
Unit: boolean

Technical provenance and reuse terms

Primary key: country

Source table: data/derived/statistics/labour_availability.csv

SHA-256: fe82df8be759b1cbea44ee804ff4e26e371451255b092bfd0b96174d1217e264

Source attribution and reuse terms · Machine-readable manifest