Global employment latest

Canonical country or area code

Official reference year or source period identifier; survey profiles use 2022-2023 and UK APS uses the end month of its rolling year

Occupation taxonomy used for this source or comparison; official employment retains ISCO08/SOC2020, while sensitivity tables identify their mapped taxonomy

Occupation code in the stated classification and detail; preserve leading zeros and explicit TOTAL/UNK/nonresponse categories

Number of digits in the native occupation code; zero marks total/unknown source categories, or the country total in survey profiles

Published occupation label from the retained statistical classification/source

True only for the official published total row; unknown/nonresponse categories are separate

Official source employment: persons in survey tables, jobs in the US National Employment Matrix; source population and period retained

Recorded unit of the transformed statistical value; employment tables use persons

Provider status codes on the statistical observation, retained without converting suppression or missingness to zero

Statistical universe covered by the official source, including employment/employee, residency and definition qualifications

Provider dataset/indicator code identifying the original statistical collection

Project-relative cached source-file path; raw caches are omitted from the public asset and can be downloaded by the recorded provider code

Selected provider, occupation classification/detail and ICLS definition; documents source selection rather than a statistical weight

Retained age-coverage restriction, or an explicit statement that the retrieved source notes do not specify an age limit

Employment concept retained from the selected source, including ICLS19 versus ICLS13/national or UK APS definitions

Chosen source-panel detail used for employment joins, retained even on total and unknown-category rows

True for an observed provider occupation row; false for a missing-category row inserted with employment left unavailable

Provider-readable reference-period label, including the UK APS rolling-year span

UK APS all_employed versus employee selection; employee rows support the separate ASHE earnings proxy

Published Nomis confidence measure 20701, retained as the APS employment interval half-width; source quality flags are separate and this is not mapping uncertainty

Decoded meaning of the observation quality/status flag, or explicit absent-row reason

Nomis status codes on the separately published employment confidence measure

ILOSTAT identifier of the underlying national statistical source selected by its best-source API

Decoded name of the underlying statistical source associated with source_code

Original provider occupation code before removal of classification prefixes and explicit unknown-code normalization

Unit of the original provider values before project conversion; ILOSTAT employment is published in thousands and converted to persons

Recorded ILOSTAT API request parameters, including annual frequency, total sex and best-source selection

Original ILOSTAT occupation/classification note identifiers; decoded text is in note_classif_label

Original ILOSTAT indicator-definition note identifiers; decoded text is in note_indicator_label

Original ILOSTAT national-source note identifiers; decoded text is in note_source_label

Decoded ILOSTAT classification notes, preserving source-specific coverage statements

Decoded ILOSTAT indicator notes, including employment-definition qualifications

Decoded ILOSTAT source notes, including reference-period and coverage qualifications