Fatih Kansoy

Projects · AI Use and Occupations · Allocated usage

April–May occupation comparison

Same source release and fixed allocation weights in both months. Original denominators retained; published source support may differ. Earlier weekly windows are excluded.

Observations
April and May 2026
Source
Anthropic Economic Index
Project pages
5,016rows
9fields
114geography identifiers
CSVcomplete download

What one row represents

Country × ISCO2 group, common country-month support

Units: See field definitions

Data preview

First 8 rows of 5,016. Choose the columns to inspect; the download includes every field.

Choose preview columns (9 available)
April–May occupation comparison · first 8 of 5,016 rows
Country codecountryOccupation codeoccupation_codeOccupation titleoccupation_titleUsage share pct aprilusage_share_pct_aprilUsage share pct mayusage_share_pct_maySource status aprilsource_status_april
AGO01Commissioned armed forces officers00no_published_source_support
AGO02Non-commissioned armed forces officers00no_published_source_support
AGO03Armed forces occupations, other ranks00no_published_source_support
AGO11Chief executives, senior officials and legislators00no_published_source_support
AGO12Administrative and commercial managers01.68333333333no_published_source_support
AGO13Production and specialised services managers1.4952.385published_source_support
AGO14Hospitality, retail and other services managers00no_published_source_support
AGO21Science and engineering professionals0.8052.7published_source_support

Field definitions

Blank means unavailable or not applicable; never substitute zero

Country codecountry

ISO3 country or area attached to source activity; not worker residence verified by this project

Unit: see definition
Occupation codeoccupation_code

Destination code; leading zeros retained; UNMATCHED records unresolved published activity

Unit: see definition
Occupation titleoccupation_title

Official destination label where available

Unit: see definition
Usage share pct aprilusage_share_pct_april

Usage share pct april; see dataset notes and source columns

Unit: see definition
Usage share pct mayusage_share_pct_may

Usage share pct may; see dataset notes and source columns

Unit: see definition
Source status aprilsource_status_april

Source status april; see dataset notes and source columns

Unit: see definition
Source status maysource_status_may

Source status may; see dataset notes and source columns

Unit: see definition
Change ppchange_pp

Change pp; see dataset notes and source columns

Unit: see definition
Interpretationinterpretation

Interpretation; see dataset notes and source columns

Unit: see definition
Technical provenance and reuse terms

Primary key: country,occupation_code

Source table: outputs/allocation/monthly-occupation-comparison.csv

SHA-256: 6aeb6a3e0ee800053907bc4eb2a29356603b3a0846e5858ef701fd488e7d08c3

Source attribution and reuse terms · Machine-readable manifest