Occupation evidence
O*NET occupation panel
Absent raw values missing; zero published mass is not zero actual usage
216,905rows
20fields
121country / area identifiers
CSV.gzcomplete download
What one row represents
country-month-native occupation
Key: country,date_start,onet_code
Units: Raw source percentage points; explicitly named published mass in fractions
Preview
First 8 rows. The download contains all 216,905 rows.
| country | date_start | onet_code | onet_title | n_tasks | published_tasks | coverage | usage_weighted_intensity | date_end | source_occupation_title | occupation_share_pct | release | source_file | published_row | positive_published_row | rounded_zero_row | in_task_catalogue | source_row_status | published_occupation_share | actual_usage_if_unpublished |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AGO | 2026-04-01 | 11-1011.00 | Chief Executives | 31 | 0 | 0.0 | 0.0 | False | False | False | True | not_published | 0.0 | unknown | |||||
| AGO | 2026-04-01 | 11-1011.03 | Chief Sustainability Officers | 18 | 0 | 0.0 | 0.0 | False | False | False | True | not_published | 0.0 | unknown | |||||
| AGO | 2026-04-01 | 11-1021.00 | General and Operations Managers | 17 | 0 | 0.0 | 0.0 | False | False | False | True | not_published | 0.0 | unknown | |||||
| AGO | 2026-04-01 | 11-1031.00 | Legislators | 30 | 0 | 0.0 | 0.0 | False | False | False | True | not_published | 0.0 | unknown | |||||
| AGO | 2026-04-01 | 11-2011.00 | Advertising and Promotions Managers | 30 | 0 | 0.0 | 0.0 | False | False | False | True | not_published | 0.0 | unknown | |||||
| AGO | 2026-04-01 | 11-2021.00 | Marketing Managers | 20 | 0 | 0.0 | 0.0 | False | False | False | True | not_published | 0.0 | unknown | |||||
| AGO | 2026-04-01 | 11-2022.00 | Sales Managers | 17 | 0 | 0.0 | 0.0 | False | False | False | True | not_published | 0.0 | unknown | |||||
| AGO | 2026-04-01 | 11-2032.00 | Public Relations Managers | 20 | 0 | 0.0 | 0.0 | False | False | False | True | not_published | 0.0 | unknown |
Field dictionary
| Field | Unit | Definition | Missingness |
|---|---|---|---|
| country | identifier | Canonical ISO3 or explicitly labelled additional source geography | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| date_start | date | Source observation-window start, not retrieval date | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| onet_code | identifier | O*NET-SOC code; preserve punctuation and detail digits | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| onet_title | label | Occupation title from the pinned O*NET catalogue | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| n_tasks | count | All task rows for occupation in pinned O*NET30.2 catalogue | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| published_tasks | count | Distinct matched occupation tasks with a positive published source cell | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| coverage | fraction | Positive published matched tasks / all catalogue tasks of this O*NET occupation | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| usage_weighted_intensity | share fraction per task | Sum published country share fractions / all catalogue tasks | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| date_end | date | Source observation-window end | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| source_occupation_title | see method/source | Field retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definition | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| occupation_share_pct | percentage points | Raw source direct occupation share; blank if no published row | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| release | version | Pinned publisher release directory | 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 |
| published_row | boolean | A numeric occupation row exists in the original source | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| positive_published_row | boolean | Raw occupation share is strictly positive | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| rounded_zero_row | boolean | Published numeric source row displays zero | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| in_task_catalogue | boolean | Occupation has tasks in the pinned O*NET30.2 task catalogue | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| source_row_status | category | published_positive / published_rounded_zero / not_published | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| published_occupation_share | fraction | Direct occupation source share/100; absent source row has zero published mass and unknown actual use | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| actual_usage_if_unpublished | status | Unknown; zero published mass is not an actual-use imputation | 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: outputs/evidence/onet_occupation_panel.csv
Download SHA-256: a43bf946139dda608fec1ee40e270c515e9e2c2bf28cef34f036e4baa73ed511
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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