Research coverage

Catalog coverage and research coverage are counted separately.

Catalogs and assessments

catalog-only-2026-10-30
Occupations	3,039
Countries and territories	263
Available scenario assessments	0 / 1,598,514
Missing assessments	1,598,514
Territories available through the list	11

A complete catalog does not establish a complete risk model. An unknown assessment is not zero or low risk. Source observations and forecasts are counted separately.

Every geography, including list-only territories

Technical coverage fields and manifest

release_id: catalog-only-2026-10-30
occupations: 3039
jurisdictions: 263
geometry_features: 258
list_only: BES, BVT, CCK, CXR, GLP, GUF, MTQ, MYT, REU, SJM, TKL
total_cells: 1598514
existing: 0
missing: 1598514
observations: 0

All list-only territories remain selectable. Boundary conventions reflect Natural Earth and do not assert sovereignty.

{
  "career": {
    "skill_profiles": 0,
    "historical_market_records": 0,
    "current_requirement_records": 0,
    "published_transition_records": 0,
    "purpose": "classification_overlap_and_scoped_local_context"
  },
  "work_surveys": {
    "profiles": 0,
    "jurisdictions": 0,
    "purpose": "descriptive_self_reported_work_time_only"
  },
  "joint_workload": {
    "systems": 0,
    "usable": 0,
    "suppressed": 0,
    "jurisdictions": 0,
    "purpose": "descriptive_joint_cohort_only"
  },
  "time_evidence": {
    "records": 0,
    "by_country": {},
    "by_analysis": {}
  },
  "country_parameters": {
    "records": 0,
    "jurisdictions": 0,
    "by_horizon": {},
    "by_identification": {},
    "by_layer": {}
  },
  "records_by_kind": {},
  "missing_by_reason": {
    "research_not_published": 1598514
  },
  "observations_by_metric": {},
  "sources": 0,
  "snapshots": 0,
  "source_projections_by_horizon": {},
  "exposure_occupations_with_group_context": 0,
  "exposure_occupations_with_usable_index": 0,
  "observations_missing_by_reason": {}
}

{
  "status": "catalog_only",
  "horizons": [
    2030,
    2035
  ],
  "release_id": "catalog-only-2026-10-30",
  "scenario_id": "baseline",
  "published_at": null,
  "dataset_class": "research",
  "model_version": null,
  "schema_version": "1.0.0",
  "catalog_versions": {
    "occupations": "ESCO v1.2.1",
    "jurisdictions": "iso-codes 53b1c294240bcfb7429bbc225b9caeb9bf2128b3; CLDR snapshot; NE ca96624a56bd078437bca8184e78163e5039ad19"
  },
  "catalog_checksums": {
    "occupations": "eed361bc593ee93a45ff493c9ee63e182dca0bbadbf944880f76966bd7dec93b",
    "jurisdictions": "f31cbfb06f545d16ea73334904dd2186b7e334ad2cf923344161d09bf6e9bc09"
  },
  "synthetic_fixture": false
}