Claude Occupation
EvidenceBy Fatih Kansoy
fatih.ai ↗
Country context

Geography support

Post-review thresholds; missing May facet grade D

250rows
62fields
250country / area identifiers
CSVcomplete download
Download complete table · 0.18 MBAll datasets

What one row represents

registry geography

Key: country
Units: Reporting grades and observed support

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First 8 rows. The download contains all 250 rows.

countryiso2un_country_nameregionsubregionm49name_sourcecountry_namesource_country_presenthas_published_taskscountry_periodstask_country_periodssource_geo_idsavailability_statusscope_notedate_startdate_endreleasesample_kindpublished_task_cellspublished_usage_pct_sumresidual_usage_pctsource_numeric_task_cellssource_zero_share_task_cellsresidual_rounding_low_pctresidual_rounding_high_pctcurrent_onet_matched_cellscurrent_onet_matched_usage_pctstrict_id_matched_cellsstrict_id_matched_usage_pctexact_current_text_matched_cellsexact_current_text_matched_usage_pctfallback_added_cellsfallback_added_usage_pctmultiple_primary_task_id_cellsminimum_published_pctcountry_count_availablebridge_methodpublished_occupation_share_pctpositive_occupation_cellsnumeric_occupation_cellsrounded_zero_occupation_cellsoccupation_mass_rounding_low_pctoccupation_mass_rounding_high_pctoccupation_residual_pctusage_share_global_pctanthropic_usage_indexoccupation_minus_task_mass_pctoccupations_with_positive_tasksemployment_periodemployment_occupation_levelmatched_employment_fractionemployment_source_tiermonthly_occupation_windowsemployment_year_for_graderecent_detailed_employmentstrong_publication_supportmoderate_publication_supportsupport_gradeeurope_focusheadline_scopesupport_rule_note
AFGAFAfghanistanAsiaSouthern Asia4UNSD M49AfghanistanFalseFalse00no_country_rows_in_pinned_releasesCountry/area geography as published; not a sovereignty classification or a representative workforce sample0FalseFalseFalseDFalseinventory or contextual evidencePost-review reporting rule; A: task cells>=200, occupation mass>=90%, two monthly windows, employment>=2020, detail>=2 digits, matched employment>=80%; B: task>=100 and mass>=70% with same other rules; C: remaining May occupation evidence; D: no May occupation facet
ALBALAlbaniaEuropeSouthern Europe8UNSD M49AlbaniaTrueTrue55AL;ALBpublished_task_dataCountry/area geography as published; not a sovereignty classification or a representative workforce sample2026-05-012026-06-01release_2026_06_26calendar_month7.011.8688.147.00.088.10588.1757.011.867.011.860.00.00.00.00.00.96Falsepublished_task_id51.91000000000000430.030.00.051.76000000000000552.0648.0899999999999960.041.0240.0500000000000047.020242.00.8655563389805137ILOSTAT_ISCO08_L2_ICLS13_or_national22024.0TrueFalseFalseCTrueinventory or contextual evidencePost-review reporting rule; A: task cells>=200, occupation mass>=90%, two monthly windows, employment>=2020, detail>=2 digits, matched employment>=80%; B: task>=100 and mass>=70% with same other rules; C: remaining May occupation evidence; D: no May occupation facet
DZADZAlgeriaAfricaNorthern Africa12UNSD M49AlgeriaTrueTrue55DZ;DZApublished_task_dataCountry/area geography as published; not a sovereignty classification or a representative workforce sample2026-05-012026-06-01release_2026_06_26calendar_month139.063.3336.67139.00.035.97537.365139.063.33139.063.330.00.00.00.00.00.09Falsepublished_task_id90.45176.0176.00.089.5700000000000191.339.5499999999999970.390.5627.12000000000000594.020141.00.998339681609532ILOSTAT_ISCO08_L1_ICLS13_or_national22014.0FalseFalseTrueCFalseinventory or contextual evidencePost-review reporting rule; A: task cells>=200, occupation mass>=90%, two monthly windows, employment>=2020, detail>=2 digits, matched employment>=80%; B: task>=100 and mass>=70% with same other rules; C: remaining May occupation evidence; D: no May occupation facet
ASMASAmerican SamoaOceaniaPolynesia16UNSD M49American SamoaFalseFalse00no_country_rows_in_pinned_releasesCountry/area geography as published; not a sovereignty classification or a representative workforce sample0FalseFalseFalseDFalseinventory or contextual evidencePost-review reporting rule; A: task cells>=200, occupation mass>=90%, two monthly windows, employment>=2020, detail>=2 digits, matched employment>=80%; B: task>=100 and mass>=70% with same other rules; C: remaining May occupation evidence; D: no May occupation facet
ANDADAndorraEuropeSouthern Europe20UNSD M49AndorraTrueFalse30ADcountry_metrics_onlyCountry/area geography as published; not a sovereignty classification or a representative workforce sample0FalseFalseFalseDTrueinventory or contextual evidencePost-review reporting rule; A: task cells>=200, occupation mass>=90%, two monthly windows, employment>=2020, detail>=2 digits, matched employment>=80%; B: task>=100 and mass>=70% with same other rules; C: remaining May occupation evidence; D: no May occupation facet
AGOAOAngolaAfricaSub-Saharan Africa24UNSD M49AngolaTrueTrue55AGO;AOpublished_task_dataCountry/area geography as published; not a sovereignty classification or a representative workforce sample2026-05-012026-06-01release_2026_06_26calendar_month16.022.078.016.00.077.9278.0816.022.016.022.00.00.00.00.00.00.81Falsepublished_task_id58.2838.038.00.058.0958.4741.720.050.136.2816.020252.00.6433888945970191ILOSTAT_ISCO08_L2_ICLS1922025.0FalseFalseFalseCFalseinventory or contextual evidencePost-review reporting rule; A: task cells>=200, occupation mass>=90%, two monthly windows, employment>=2020, detail>=2 digits, matched employment>=80%; B: task>=100 and mass>=70% with same other rules; C: remaining May occupation evidence; D: no May occupation facet
AIAAIAnguillaAmericasLatin America and the Caribbean660UNSD M49AnguillaFalseFalse00no_country_rows_in_pinned_releasesCountry/area geography as published; not a sovereignty classification or a representative workforce sample0FalseFalseFalseDFalseinventory or contextual evidencePost-review reporting rule; A: task cells>=200, occupation mass>=90%, two monthly windows, employment>=2020, detail>=2 digits, matched employment>=80%; B: task>=100 and mass>=70% with same other rules; C: remaining May occupation evidence; D: no May occupation facet
ATAAQAntarctica10UNSD M49AntarcticaFalseFalse00no_country_rows_in_pinned_releasesCountry/area geography as published; not a sovereignty classification or a representative workforce sample0FalseFalseFalseDFalseinventory or contextual evidencePost-review reporting rule; A: task cells>=200, occupation mass>=90%, two monthly windows, employment>=2020, detail>=2 digits, matched employment>=80%; B: task>=100 and mass>=70% with same other rules; C: remaining May occupation evidence; D: no May occupation facet

Field dictionary

FieldUnitDefinitionMissingness
countryidentifierCanonical ISO3 or explicitly labelled additional source geographyBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
iso2identifierISO2 alias; Namibia NA must remain a literal identifierBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
un_country_namelabelOriginal UNSD M49 country/area nameBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
regionlabelUNSD statistical region; empty for unassigned AntarcticaBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
subregionlabelUNSD statistical subregion where suppliedBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
m49identifierUNSD numeric geographic code, preserve leading zerosBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
name_sourcesource metadataOrigin of the geographic name/code, distinguishing UNSD M49 entries from explicitly added source geographiesBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
country_namelabelProject display name; original provider name retained separatelyBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
source_country_presentbooleanAt least one country-level row in the pinned consumer releasesBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
has_published_tasksbooleanAt least one positive published numeric/text task cell in a supported periodBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
country_periodscountDistinct source observation starts with any country-level row in the pinned releasesBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
task_country_periodscountDistinct observation starts with a positive published country task cell; periods without positive cells do not receive occupation panelsBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
source_geo_idsidentifier listSemicolon-separated original provider geography aliases observed for this canonical registry codeBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
availability_statusmetadataExplicit availability/quantity/source interpretation; do not infer missing values as zeroBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
scope_notemetadataExplicit availability/quantity/source interpretation; do not infer missing values as zeroBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
date_startdateSource observation-window start, not retrieval dateBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
date_enddateSource observation-window endBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
releaseversionPinned publisher release directoryBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
sample_kindcategoryOne-week snapshot or calendar month; not a harmonized frequency panelBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
published_task_cellscountNumber of positive published source task cells; original source-cell denominatorBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
published_usage_pct_sumpercentage pointsSum of positive published task shares before occupation expansionBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
residual_usage_pctpercentage points100 minus summed published task shares; combines missing/unclassified/rounding massBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
source_numeric_task_cellscountModern published numeric task rows, including rounded zero sharesBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
source_zero_share_task_cellscountModern numeric task rows whose displayed share equals zeroBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
residual_rounding_low_pctpercentage pointsResidual lower sensitivity accounting for all numeric modern cells, including zerosBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
residual_rounding_high_pctpercentage pointsResidual upper sensitivity accounting for positive modern cells and nonnegative actual sharesBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
current_onet_matched_cellscountPositive source task cells with at least one current O*NET task under the primary bridge; each source cell counted onceBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
current_onet_matched_usage_pctpercentage pointsSum of published shares for positive source cells matched by the primary bridge, counted once before occupation expansionBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
strict_id_matched_cellscountPositive source cells matched by strict legacy task ID, or by the directly published task ID in monthly dataBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
strict_id_matched_usage_pctpercentage pointsPublished share sum of strict legacy-ID matches, or direct published-ID matches in monthly dataBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
exact_current_text_matched_cellscountPositive historical source cells with an exact normalized current-text candidate, including cells also matched by strict ID; zero in monthly files where this route is unusedBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
exact_current_text_matched_usage_pctpercentage pointsHistorical published share sum with an exact current-text candidate; a separate overlapping diagnostic, not additional mass beyond the strict routeBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
fallback_added_cellscountPositive historical source cells assigned a current task by exact text only because no strict legacy-ID match survivedBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
fallback_added_usage_pctpercentage pointsPublished share sum of source cells newly matched by the primary exact-text fallback; each source cell counted onceBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
multiple_primary_task_id_cellscountPositive source cells assigned more than one distinct current task ID by the selected primary bridgeBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
minimum_published_pctpercentage pointsSmallest strictly positive task share displayed for this country-period; not an inferred disclosure-count thresholdBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
country_count_availablebooleanSource edition supplies country task counts in the weekly schema; false for monthly country-share files; this is not a numerical country countBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
bridge_methodcategoryPublished numeric task ID or explicit historical bridge ruleBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
published_occupation_share_pctpercentage pointsSum of numeric direct occupation source shares before any mappingBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
positive_occupation_cellscountSource occupation rows with value strictly above zeroBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
numeric_occupation_cellscountAll numeric published occupation rows, including displayed zerosBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
rounded_zero_occupation_cellscountPublished occupation rows rounded to zeroBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
occupation_mass_rounding_low_pctsee method/sourceField retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definitionBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
occupation_mass_rounding_high_pctsee method/sourceField retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definitionBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
occupation_residual_pctsee method/sourceField retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definitionBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
usage_share_global_pctpercentage pointsPublished share of global consumer usage for this country and periodBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
anthropic_usage_indexindexUsage share divided by working-age population share; 1 means proportional, not universal adoptionBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
occupation_minus_task_mass_pctsee method/sourceField retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definitionBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
occupations_with_positive_taskssee method/sourceField retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definitionBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
employment_periodsource periodReference period of the selected employment statistics; distinct from the Claude observation dates and source retrieval dateBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
employment_occupation_levelclassification digitsOccupation detail used by the selected employment panel: ISCO08 one/two digits or UK SOC2020 four digitsBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
matched_employment_fractionfractionEmployment in scored statistical groups / official employment total; rounding can slightly exceed oneBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
employment_source_tiercategorySelected employment provider, occupation detail and definition label; documents the finest-detail/recency policy and UK-specific routeBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
monthly_occupation_windowscountCalendar months with published direct occupation evidenceBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
employment_year_for_gradeyearFirst four digits of source period, preserving rolling-year labels in employment_periodBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
recent_detailed_employmentsee method/sourceField retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definitionBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
strong_publication_supportsee method/sourceField retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definitionBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
moderate_publication_supportsee method/sourceField retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definitionBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
support_gradecategoryA/B/C/D reporting support from explicit post-review thresholds; not a validated quality scaleBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
europe_focussee method/sourceField retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definitionBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
headline_scopecategoryEuropean core / four supported comparators / inventory or contextual evidenceBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning
support_rule_notesee method/sourceField retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definitionBlank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning

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Frozen source table: outputs/evidence/geography_support.csv

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