Employment context
Global employment latest
Source year/detail/age/flags retained; national classifications not silently relabelled
7,490rows
34fields
182country / area identifiers
CSV.gzcomplete download
What one row represents
official country-occupation-source panel
Key: country_iso3,occupation_code
Units: Employed persons; source-specific population and ICLS
Preview
First 8 rows. The download contains all 7,490 rows.
| country_iso3 | period | classification | occupation_code | occupation_level | occupation_title | is_total | employment | unit | flags | population | source_dataset | source_file | source_tier | age_scope | employment_definition | selected_occupation_level | source_row_present | period_label | employment_type | confidence_interval_half_width | flag_description | confidence_flags | source_code | source_label | source_occupation_code | source_unit | api_selection | note_classif | note_indicator | note_source | note_classif_label | note_indicator_label | note_source_label |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BEL | 2025 | ISCO08 | TOTAL | 0 | Total | True | 5138200.0 | persons | Resident employed persons aged 15-74, both sexes; EU-LFS | lfsa_egai2d | data/raw/statistics/eurostat_employment_all_geos_2020_onward.json | EUROSTAT_ISCO08_L2 | 15-74 | EU-LFS national implementation; source breaks retained | 2 | True | |||||||||||||||||
| BGR | 2025 | ISCO08 | TOTAL | 0 | Total | True | 2921100.0 | persons | Resident employed persons aged 15-74, both sexes; EU-LFS | lfsa_egai2d | data/raw/statistics/eurostat_employment_all_geos_2020_onward.json | EUROSTAT_ISCO08_L2 | 15-74 | EU-LFS national implementation; source breaks retained | 2 | True | |||||||||||||||||
| CZE | 2025 | ISCO08 | TOTAL | 0 | Total | True | 5227700.0 | persons | Resident employed persons aged 15-74, both sexes; EU-LFS | lfsa_egai2d | data/raw/statistics/eurostat_employment_all_geos_2020_onward.json | EUROSTAT_ISCO08_L2 | 15-74 | EU-LFS national implementation; source breaks retained | 2 | True | |||||||||||||||||
| DNK | 2025 | ISCO08 | TOTAL | 0 | Total | True | 3072600.0 | persons | Resident employed persons aged 15-74, both sexes; EU-LFS | lfsa_egai2d | data/raw/statistics/eurostat_employment_all_geos_2020_onward.json | EUROSTAT_ISCO08_L2 | 15-74 | EU-LFS national implementation; source breaks retained | 2 | True | |||||||||||||||||
| DEU | 2025 | ISCO08 | TOTAL | 0 | Total | True | 42312300.0 | persons | Resident employed persons aged 15-74, both sexes; EU-LFS | lfsa_egai2d | data/raw/statistics/eurostat_employment_all_geos_2020_onward.json | EUROSTAT_ISCO08_L2 | 15-74 | EU-LFS national implementation; source breaks retained | 2 | True | |||||||||||||||||
| EST | 2025 | ISCO08 | TOTAL | 0 | Total | True | 693100.0 | persons | Resident employed persons aged 15-74, both sexes; EU-LFS | lfsa_egai2d | data/raw/statistics/eurostat_employment_all_geos_2020_onward.json | EUROSTAT_ISCO08_L2 | 15-74 | EU-LFS national implementation; source breaks retained | 2 | True | |||||||||||||||||
| IRL | 2025 | ISCO08 | TOTAL | 0 | Total | True | 2797000.0 | persons | Resident employed persons aged 15-74, both sexes; EU-LFS | lfsa_egai2d | data/raw/statistics/eurostat_employment_all_geos_2020_onward.json | EUROSTAT_ISCO08_L2 | 15-74 | EU-LFS national implementation; source breaks retained | 2 | True | |||||||||||||||||
| GRC | 2025 | ISCO08 | TOTAL | 0 | Total | True | 4329700.0 | persons | Resident employed persons aged 15-74, both sexes; EU-LFS | lfsa_egai2d | data/raw/statistics/eurostat_employment_all_geos_2020_onward.json | EUROSTAT_ISCO08_L2 | 15-74 | EU-LFS national implementation; source breaks retained | 2 | True |
Field dictionary
| Field | Unit | Definition | Missingness |
|---|---|---|---|
| country_iso3 | identifier | Canonical country or area code | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| period | source period | Official reference year or source period identifier; survey profiles use 2022-2023 and UK APS uses the end month of its rolling year | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| classification | category | Occupation taxonomy used for this source or comparison; official employment retains ISCO08/SOC2020, while sensitivity tables identify their mapped taxonomy | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| occupation_code | identifier | Occupation code in the stated classification and detail; preserve leading zeros and explicit TOTAL/UNK/nonresponse categories | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| occupation_level | classification digits | Number of digits in the native occupation code; zero marks total/unknown source categories, or the country total in survey profiles | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| occupation_title | label | Published occupation label from the retained statistical classification/source | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| is_total | boolean | True only for the official published total row; unknown/nonresponse categories are separate | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| employment | source employment count | Official source employment: persons in survey tables, jobs in the US National Employment Matrix; source population and period retained | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| unit | unit label | Recorded unit of the transformed statistical value; employment tables use persons | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| flags | source quality codes | Provider status codes on the statistical observation, retained without converting suppression or missingness to zero | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| population | source metadata | Statistical universe covered by the official source, including employment/employee, residency and definition qualifications | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| source_dataset | identifier | Provider dataset/indicator code identifying the original statistical collection | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| source_file | path | Project-relative cached source-file path; raw caches are omitted from the public asset and can be downloaded by the recorded provider code | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| source_tier | category | Selected provider, occupation classification/detail and ICLS definition; documents source selection rather than a statistical weight | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| age_scope | source metadata | Retained age-coverage restriction, or an explicit statement that the retrieved source notes do not specify an age limit | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| employment_definition | source metadata | Employment concept retained from the selected source, including ICLS19 versus ICLS13/national or UK APS definitions | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| selected_occupation_level | classification digits | Chosen source-panel detail used for employment joins, retained even on total and unknown-category rows | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| source_row_present | boolean | True for an observed provider occupation row; false for a missing-category row inserted with employment left unavailable | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| period_label | source period | Provider-readable reference-period label, including the UK APS rolling-year span | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| employment_type | category | UK APS all_employed versus employee selection; employee rows support the separate ASHE earnings proxy | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| confidence_interval_half_width | persons | Published Nomis confidence measure 20701, retained as the APS employment interval half-width; source quality flags are separate and this is not mapping uncertainty | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| flag_description | source metadata | Decoded meaning of the observation quality/status flag, or explicit absent-row reason | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| confidence_flags | source quality codes | Nomis status codes on the separately published employment confidence measure | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| source_code | identifier | ILOSTAT identifier of the underlying national statistical source selected by its best-source API | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| source_label | label | Decoded name of the underlying statistical source associated with source_code | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| source_occupation_code | identifier | Original provider occupation code before removal of classification prefixes and explicit unknown-code normalization | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| source_unit | source unit | Unit of the original provider values before project conversion; ILOSTAT employment is published in thousands and converted to persons | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| api_selection | source metadata | Recorded ILOSTAT API request parameters, including annual frequency, total sex and best-source selection | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| note_classif | source note codes | Original ILOSTAT occupation/classification note identifiers; decoded text is in note_classif_label | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| note_indicator | source note codes | Original ILOSTAT indicator-definition note identifiers; decoded text is in note_indicator_label | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| note_source | source note codes | Original ILOSTAT national-source note identifiers; decoded text is in note_source_label | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| note_classif_label | source metadata | Decoded ILOSTAT classification notes, preserving source-specific coverage statements | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| note_indicator_label | source metadata | Decoded ILOSTAT indicator notes, including employment-definition qualifications | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| note_source_label | source metadata | Decoded ILOSTAT source notes, including reference-period and coverage qualifications | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
Provenance and reuse
Frozen source table: data/derived/statistics/global_employment_latest.csv
Download SHA-256: da15181472915aeca0f59e81fe38ef642b38bea4c8ac98e713ffc483093a319d
Component-specific source terms apply. Read the attribution and reuse terms. Missing values retain the source meaning; a zero does not override an explicit publication status.
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