O*NET occupation panel
Absent raw values missing; zero published mass is not zero actual usage
What one row represents
country-month-native occupation
Units: Raw source percentage points; explicitly named published mass in fractions
Data preview
First 8 rows of 216,905. Choose the columns to inspect; the download includes every field.
Choose preview columns (20 available)
| Country codecountry | Observation startdate_start | O*NET codeonet_code | O*NET titleonet_title | N tasksn_tasks | Published taskspublished_tasks | Coveragecoverage | Usage weighted intensityusage_weighted_intensity | Observation enddate_end | Source occupation titlesource_occupation_title | Occupation share pctoccupation_share_pct | Releaserelease | Source filesource_file | Published rowpublished_row | Positive published rowpositive_published_row | Rounded zero rowrounded_zero_row | In task cataloguein_task_catalogue | Source row statussource_row_status | Published occupation sharepublished_occupation_share | Actual usage if unpublishedactual_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 definitions
Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
- Country code
country Canonical ISO3 or explicitly labelled additional source geography
Unit: identifier- Observation start
date_start Source observation-window start, not retrieval date
Unit: date- O*NET code
onet_code O*NET-SOC code; preserve punctuation and detail digits
Unit: identifier- O*NET title
onet_title Occupation title from the pinned O*NET catalogue
Unit: label- N tasks
n_tasks All task rows for occupation in pinned O*NET30.2 catalogue
Unit: count- Published tasks
published_tasks Distinct matched occupation tasks with a positive published source cell
Unit: count- Coverage
coverage Positive published matched tasks / all catalogue tasks of this O*NET occupation
Unit: fraction- Usage weighted intensity
usage_weighted_intensity Sum published country share fractions / all catalogue tasks
Unit: share fraction per task- Observation end
date_end Source observation-window end
Unit: date- Source occupation title
source_occupation_title Field retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definition
Unit: see method/source- Occupation share pct
occupation_share_pct Raw source direct occupation share; blank if no published row
Unit: percentage points- Release
release Pinned publisher release directory
Unit: version- Source file
source_file Project-relative cached source-file path; raw caches are omitted from the public asset and can be downloaded by the recorded provider code
Unit: path- Published row
published_row A numeric occupation row exists in the original source
Unit: boolean- Positive published row
positive_published_row Raw occupation share is strictly positive
Unit: boolean- Rounded zero row
rounded_zero_row Published numeric source row displays zero
Unit: boolean- In task catalogue
in_task_catalogue Occupation has tasks in the pinned O*NET30.2 task catalogue
Unit: boolean- Source row status
source_row_status published_positive / published_rounded_zero / not_published
Unit: category- Published occupation share
published_occupation_share Direct occupation source share/100; absent source row has zero published mass and unknown actual use
Unit: fraction- Actual usage if unpublished
actual_usage_if_unpublished Unknown; zero published mass is not an actual-use imputation
Unit: status
Technical provenance and reuse terms
Primary key: country,date_start,onet_code
Source table: outputs/evidence/onet_occupation_panel.csv
SHA-256: a43bf946139dda608fec1ee40e270c515e9e2c2bf28cef34f036e4baa73ed511
Source attribution and reuse terms · Machine-readable manifest