Projects · AI Use and Occupations · Validation and sensitivity

Mapping correlation distribution

Common occupation counts and country counts are distinct

Observations: April and May 2026
Source: Anthropic Economic Index

Project pages

12rows

9fields

0geography identifiers

CSVcomplete download

What one row represents

scope-measure-alternative

Units: Percentiles of country rank correlations

Data preview

First 8 rows of 12. Choose the columns to inspect; the download includes every field.

Choose preview columns (9 available)

Mapping correlation distribution · first 8 of 12 rows
Scopescope	Measuremeasure	Alternative routealternative_route	Countriescountries	Median spearmanmedian_spearman	P10 spearmanp10_spearman	P90 spearmanp90_spearman	Min common occupationsmin_common_occupations	Max common occupationsmax_common_occupations
all_May	direct_occupation_share	exact	121	0.7440485368259552	0.6966560638263093	0.8283296900287479	262	262
all_May	direct_occupation_share	exact_narrow	121	0.7455940547166776	0.6968738308005177	0.8240984782785788	280	280
all_May	direct_occupation_share	untyped	121	0.8341220893461935	0.7494648211073065	0.8997011873870047	412	412
all_May	task_coverage	exact	121	0.7111865484188327	0.6319146444732493	0.7861169357500304	262	262
all_May	task_coverage	exact_narrow	121	0.7163424448863336	0.654157802304817	0.7927682408347234	280	280
all_May	task_coverage	untyped	121	0.8118359490006268	0.6713712003594418	0.9070049060934976	412	412
European_core	direct_occupation_share	exact	11	0.8216779393447262	0.802229449763027	0.8415148923085722	262	262
European_core	direct_occupation_share	exact_narrow	11	0.8174775679770655	0.8044664265453079	0.8318348553579062	280	280

Field definitions

Find a field or definition

Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning

Scopescope: 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
Measuremeasure: Named coverage/intensity specification; generic mapped tables also carry the published_task_coverage_proxy family label; consult quantity for units
Unit: measure identifier
Alternative routealternative_route: 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
Countriescountries: 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
Median spearmanmedian_spearman: Median of finite within-country coefficients
Unit: correlation
P10 spearmanp10_spearman: 10th percentile of finite country coefficients, not confidence lower bound
Unit: correlation
P90 spearmanp90_spearman: 90th percentile of finite country coefficients, not confidence upper bound
Unit: correlation
Min common occupationsmin_common_occupations: Smallest common occupational sample across included coefficients
Unit: count
Max common occupationsmax_common_occupations: Largest common occupational sample across included coefficients
Unit: count

Technical provenance and reuse terms

Primary key: scope,measure,alternative_route

Source table: outputs/evidence/mapping_correlation_distribution.csv

SHA-256: cec92f7a26a9062504401beffa58098dab48b320ccb21c253ac6c9f5d84b6a47

Source attribution and reuse terms · Machine-readable manifest