Occupation evidence
Direct occupation source
Only original numeric rows, including rounded zeros
34,253rows
11fields
121country / area identifiers
CSV.gzcomplete download
What one row represents
published country-month-occupation
Key: country,date_start,onet_code
Units: Source country usage percentage points
Preview
First 8 rows. The download contains all 34,253 rows.
| country | date_start | date_end | onet_code | source_occupation_title | occupation_share_pct | release | source_file | published_row | positive_published_row | rounded_zero_row |
|---|---|---|---|---|---|---|---|---|---|---|
| AGO | 2026-04-01 | 2026-05-01 | 15-1211.00 | Computer Systems Analysts | 2.37 | release_2026_06_26 | data/raw/anthropic/release_2026_06_26/data/aei_claude_ai_2026-06-26.csv | True | True | False |
| AGO | 2026-04-01 | 2026-05-01 | 15-1232.00 | Computer User Support Specialists | 2.09 | release_2026_06_26 | data/raw/anthropic/release_2026_06_26/data/aei_claude_ai_2026-06-26.csv | True | True | False |
| AGO | 2026-04-01 | 2026-05-01 | 15-1243.01 | Data Warehousing Specialists | 2.94 | release_2026_06_26 | data/raw/anthropic/release_2026_06_26/data/aei_claude_ai_2026-06-26.csv | True | True | False |
| AGO | 2026-04-01 | 2026-05-01 | 15-1251.00 | Computer Programmers | 2.47 | release_2026_06_26 | data/raw/anthropic/release_2026_06_26/data/aei_claude_ai_2026-06-26.csv | True | True | False |
| AGO | 2026-04-01 | 2026-05-01 | 15-1254.00 | Web Developers | 0.85 | release_2026_06_26 | data/raw/anthropic/release_2026_06_26/data/aei_claude_ai_2026-06-26.csv | True | True | False |
| AGO | 2026-04-01 | 2026-05-01 | 15-1255.00 | Web and Digital Interface Designers | 1.99 | release_2026_06_26 | data/raw/anthropic/release_2026_06_26/data/aei_claude_ai_2026-06-26.csv | True | True | False |
| AGO | 2026-04-01 | 2026-05-01 | 15-1299.03 | Document Management Specialists | 1.71 | release_2026_06_26 | data/raw/anthropic/release_2026_06_26/data/aei_claude_ai_2026-06-26.csv | True | True | False |
| AGO | 2026-04-01 | 2026-05-01 | 15-2021.00 | Mathematicians | 1.61 | release_2026_06_26 | data/raw/anthropic/release_2026_06_26/data/aei_claude_ai_2026-06-26.csv | True | True | False |
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 |
| 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 |
| 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 |
| 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 |
Provenance and reuse
Frozen source table: outputs/evidence/direct_occupation_source.csv
Download SHA-256: 300392073caaa913e7f8d5fed0fbcf170c1e6f74d8491056a08f377adcd68390
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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