Fatih Kansoy

Projects · AI Use and Occupations · Employment context

US native weighted summary

Official total includes unmatched job groups

Observations
April and May 2026
Source
Anthropic Economic Index
Project pages
15rows
9fields
1geography identifiers
CSVcomplete download

What one row represents

US-month-measure

Units: Conditional job-weighted mean in measure units

Data preview

First 8 rows of 15. Choose the columns to inspect; the download includes every field.

Choose preview columns (9 available)
US native weighted summary · first 8 of 15 rows
Country codecountryObservation startdate_startMeasuremeasureWeighted value conditionalweighted_value_conditionalMatched employment fractionmatched_employment_fractionMatched SOC occupationsmatched_soc_occupations
USA2025-08-04coverage0.091572448771223920.9253227609924313772
USA2025-08-04usage_weighted_intensity6.187065204533118e-050.9253227609924313772
USA2025-08-04published_occupation_share0.00
USA2025-11-13coverage0.11220100371262640.9253227609924313772
USA2025-11-13usage_weighted_intensity6.734854611608875e-050.9253227609924313772
USA2025-11-13published_occupation_share0.00
USA2026-02-05coverage0.120176614760289850.9253227609924313772
USA2026-02-05usage_weighted_intensity7.422476261278458e-050.9253227609924313772

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 codecountry

Canonical ISO3 or explicitly labelled additional source geography

Unit: identifier
Observation startdate_start

Source observation-window start, not retrieval date

Unit: date
Measuremeasure

Named coverage/intensity specification; generic mapped tables also carry the published_task_coverage_proxy family label; consult quantity for units

Unit: measure identifier
Weighted value conditionalweighted_value_conditional

Weighted mean on the stated available-score and usable-weight support; units follow quantity and measure, not the fraction of workers using AI

Unit: measure-specific
Matched employment fractionmatched_employment_fraction

Employment in scored statistical groups / official employment total; rounding can slightly exceed one

Unit: fraction
Matched SOC occupationsmatched_soc_occupations

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
Employment periodemployment_period

Reference period of the selected employment statistics; distinct from the Claude observation dates and source retrieval date

Unit: source period
Routeroute

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
Detail aggregationdetail_aggregation

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
Technical provenance and reuse terms

Primary key: country,date_start,measure

Source table: outputs/evidence/us_native_weighted_summary.csv

SHA-256: 308ce7d5ed6c6313ba58d671c5e00459196b9ea3b5767e33cd98cb98a42fdc4b

Source attribution and reuse terms · Machine-readable manifest