Country context

Global availability

Missing source coverage is not zero occupation coverage

250rows

40fields

250geography identifiers

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country or area

Units: Source availability and latest observed support

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Country codecountry	Two-letter codeiso2	UN country or area nameun_country_name	Regionregion	Subregionsubregion	UN M49 codem49	Name sourcename_source	Country or areacountry_name	Present in sourcesource_country_present	Published task evidencehas_published_tasks	Source observation windowscountry_periods	Task observation windowstask_country_periods	Source geography identifierssource_geo_ids	Evidence availabilityavailability_status	Coverage notescope_note	Country ISO3country_iso3	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	Latest task periodlatest_task_period	Published task cellspublished_task_cells	Published usage pct sumpublished_usage_pct_sum	Positive occupationspositive_occupations	Zero occupationszero_occupations
AFG	AF	Afghanistan	Asia	Southern Asia	4	UNSD M49	Afghanistan	False	False	0	0		No rows in archived releases	Country/area geography as published; not a sovereignty classification or a representative workforce sample	AFG	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	AL	Albania	Europe	Southern Europe	8	UNSD M49	Albania	True	True	5	5	AL;ALB	Published task evidence	Country/area geography as published; not a sovereignty classification or a representative workforce sample	ALB	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	2026-05-01	7.0	11.86	7.0	916.0
DZA	DZ	Algeria	Africa	Northern Africa	12	UNSD M49	Algeria	True	True	5	5	DZ;DZA	Published task evidence	Country/area geography as published; not a sovereignty classification or a representative workforce sample	DZA	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	2026-05-01	139.0	63.33	94.0	829.0
ASM	AS	American Samoa	Oceania	Polynesia	16	UNSD M49	American Samoa	False	False	0	0		No rows in archived releases	Country/area geography as published; not a sovereignty classification or a representative workforce sample	ASM	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	AD	Andorra	Europe	Southern Europe	20	UNSD M49	Andorra	True	False	3	0	AD	Country metrics only	Country/area geography as published; not a sovereignty classification or a representative workforce sample	AND	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	AO	Angola	Africa	Sub-Saharan Africa	24	UNSD M49	Angola	True	True	5	5	AGO;AO	Published task evidence	Country/area geography as published; not a sovereignty classification or a representative workforce sample	AGO	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	2026-05-01	16.0	22.0	16.0	907.0
AIA	AI	Anguilla	Americas	Latin America and the Caribbean	660	UNSD M49	Anguilla	False	False	0	0		No rows in archived releases	Country/area geography as published; not a sovereignty classification or a representative workforce sample	AIA	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	AQ	Antarctica			10	UNSD M49	Antarctica	False	False	0	0		No rows in archived releases	Country/area geography as published; not a sovereignty classification or a representative workforce sample	ATA	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
Two-letter codeiso2: ISO2 alias; Namibia NA must remain a literal identifier
Unit: identifier
UN country or area nameun_country_name: Original UNSD M49 country/area name
Unit: label
Regionregion: UNSD statistical region; empty for unassigned Antarctica
Unit: label
Subregionsubregion: UNSD statistical subregion where supplied
Unit: label
UN M49 codem49: UNSD numeric geographic code, preserve leading zeros
Unit: identifier
Name sourcename_source: Origin of the geographic name/code, distinguishing UNSD M49 entries from explicitly added source geographies
Unit: source metadata
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
Source observation windowscountry_periods: Distinct source observation starts with any country-level row in the pinned releases
Unit: count
Task observation windowstask_country_periods: Distinct observation starts with a positive published country task cell; periods without positive cells do not receive occupation panels
Unit: count
Source geography identifierssource_geo_ids: Semicolon-separated original provider geography aliases observed for this canonical registry code
Unit: identifier list
Evidence availabilityavailability_status: Explicit availability/quantity/source interpretation; do not infer missing values as zero
Unit: metadata
Coverage notescope_note: Explicit availability/quantity/source interpretation; do not infer missing values as zero
Unit: metadata
Country ISO3country_iso3: Canonical country or area code
Unit: identifier
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
Latest task periodlatest_task_period: Most recent observation-window start with positive published task data for the geography
Unit: date
Published task cellspublished_task_cells: Number of positive published source task cells; original source-cell denominator
Unit: count
Published usage pct sumpublished_usage_pct_sum: Sum of positive published task shares before occupation expansion
Unit: percentage points
Positive occupationspositive_occupations: O*NET occupations with coverage greater than zero in the stated period; latest observed period in global availability
Unit: count
Zero occupationszero_occupations: O*NET occupations with zero published coverage in the stated period; underlying unobserved usage remains unknown
Unit: count

Technical provenance and reuse terms

Primary key: country

Source table: outputs/global_availability.csv

SHA-256: 89c62c242c2dca70d2ed1293d475c4faa562a676e4dbf5ff7c73e374b8e79f05

Source attribution and reuse terms · Machine-readable manifest