Occupation evidence

Facet comparison

Task and occupation mass counted before expansion

235rows

36fields

121geography identifiers

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What one row represents

country-month

Units: Counts and percentage points

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First 8 rows of 235. Choose the columns to inspect; the download includes every field.

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Country codecountry	Country or areacountry_name	Observation startdate_start	Observation enddate_end	Releaserelease	Sample kindsample_kind	Published task cellspublished_task_cells	Published usage pct sumpublished_usage_pct_sum	Residual usage pctresidual_usage_pct	Source numeric task cellssource_numeric_task_cells	Residual rounding low pctresidual_rounding_low_pct	Residual rounding high pctresidual_rounding_high_pct	Current O*NET matched cellscurrent_onet_matched_cells	Current O*NET matched usage pctcurrent_onet_matched_usage_pct	Strict id matched cellsstrict_id_matched_cells	Strict id matched usage pctstrict_id_matched_usage_pct	Minimum published pctminimum_published_pct	Country count availablecountry_count_available	Bridge methodbridge_method	Published occupation share pctpublished_occupation_share_pct	Positive occupation cellspositive_occupation_cells	Numeric occupation cellsnumeric_occupation_cells	Rounded zero occupation cellsrounded_zero_occupation_cells	Occupation mass rounding low pctoccupation_mass_rounding_low_pct	Occupation mass rounding high pctoccupation_mass_rounding_high_pct	Occupation residual pctoccupation_residual_pct	Usage share global pctusage_share_global_pct	Anthropic usage indexanthropic_usage_index	Occupation minus task mass pctoccupation_minus_task_mass_pct	Occupations with positive tasksoccupations_with_positive_tasks
AGO	Angola	2026-04-01	2026-05-01	release_2026_06_26	calendar_month	8	14.8	85.2	8.0	85.16	85.24000000000001	8	14.8	8	14.8	1.52	False	published_task_id	37.57	19	19	0	37.475	37.665	62.43	0.03	0.08	22.77	8
AGO	Angola	2026-05-01	2026-06-01	release_2026_06_26	calendar_month	16	22.0	78.0	16.0	77.92	78.08	16	22.0	16	22.0	0.81	False	published_task_id	58.28	38	38	0	58.09	58.47	41.72	0.05	0.1	36.28	16
ALB	Albania	2026-04-01	2026-05-01	release_2026_06_26	calendar_month	1	1.9	98.1	1.0	98.095	98.105	1	1.9	1	1.9	1.9	False	published_task_id	36.63	15	15	0	36.555	36.705000000000005	63.37	0.03	0.83	34.730000000000004	1
ALB	Albania	2026-05-01	2026-06-01	release_2026_06_26	calendar_month	7	11.86	88.14	7.0	88.105	88.175	7	11.86	7	11.86	0.96	False	published_task_id	51.910000000000004	30	30	0	51.760000000000005	52.06	48.089999999999996	0.04	1.02	40.050000000000004	7
ARE	United Arab Emirates	2026-04-01	2026-05-01	release_2026_06_26	calendar_month	173	54.53999999999999	45.46000000000001	173.0	44.595000000000006	46.32500000000001	173	54.53999999999999	173	54.53999999999999	0.09	False	published_task_id	89.28	214	216	2	88.2	90.36	10.719999999999999	0.55	2.73	34.74000000000001	115
ARE	United Arab Emirates	2026-05-01	2026-06-01	release_2026_06_26	calendar_month	235	61.040000000000006	38.959999999999994	235.0	37.785	40.13499999999999	235	61.040000000000006	235	61.040000000000006	0.06	False	published_task_id	93.2	252	258	6	91.91	94.49000000000001	6.799999999999997	0.61	2.84	32.16	148
ARG	Argentina	2026-04-01	2026-05-01	release_2026_06_26	calendar_month	256	68.0	32.0	256.0	30.72	33.28	256	68.0	256	68.0	0.05	False	published_task_id	90.78	264	264	0	89.46000000000001	92.1	9.219999999999999	0.9	1.34	22.78	153
ARG	Argentina	2026-05-01	2026-06-01	release_2026_06_26	calendar_month	346	74.00999999999999	25.99000000000001	346.0	24.26000000000001	27.72000000000001	346	74.00999999999999	346	74.00999999999999	0.03	False	published_task_id	95.73	320	320	0	94.13000000000001	97.33	4.269999999999996	1.05	1.48	21.720000000000013	192

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

Country codecountry: Canonical ISO3 or explicitly labelled additional source geography
Unit: identifier
Country or areacountry_name: Project display name; original provider name retained separately
Unit: label
Observation startdate_start: Source observation-window start, not retrieval date
Unit: date
Observation enddate_end: Source observation-window end
Unit: date
Releaserelease: Pinned publisher release directory
Unit: version
Sample kindsample_kind: One-week snapshot or calendar month; not a harmonized frequency panel
Unit: category
Published task cellspublished_task_cells: Number of positive published source task cells; original source-cell denominator
Unit: count
Published usage pct sumpublished_usage_pct_sum: Sum of positive published task shares before occupation expansion
Unit: percentage points
Residual usage pctresidual_usage_pct: 100 minus summed published task shares; combines missing/unclassified/rounding mass
Unit: percentage points
Source numeric task cellssource_numeric_task_cells: Modern published numeric task rows, including rounded zero shares
Unit: count
Source zero share task cellssource_zero_share_task_cells: Modern numeric task rows whose displayed share equals zero
Unit: count
Residual rounding low pctresidual_rounding_low_pct: Residual lower sensitivity accounting for all numeric modern cells, including zeros
Unit: percentage points
Residual rounding high pctresidual_rounding_high_pct: Residual upper sensitivity accounting for positive modern cells and nonnegative actual shares
Unit: percentage points
Current O*NET matched cellscurrent_onet_matched_cells: Positive source task cells with at least one current O*NET task under the primary bridge; each source cell counted once
Unit: count
Current O*NET matched usage pctcurrent_onet_matched_usage_pct: Sum of published shares for positive source cells matched by the primary bridge, counted once before occupation expansion
Unit: percentage points
Strict id matched cellsstrict_id_matched_cells: Positive source cells matched by strict legacy task ID, or by the directly published task ID in monthly data
Unit: count
Strict id matched usage pctstrict_id_matched_usage_pct: Published share sum of strict legacy-ID matches, or direct published-ID matches in monthly data
Unit: percentage points
Exact current text matched cellsexact_current_text_matched_cells: Positive 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 unused
Unit: count
Exact current text matched usage pctexact_current_text_matched_usage_pct: Historical published share sum with an exact current-text candidate; a separate overlapping diagnostic, not additional mass beyond the strict route
Unit: percentage points
Fallback added cellsfallback_added_cells: Positive historical source cells assigned a current task by exact text only because no strict legacy-ID match survived
Unit: count
Fallback added usage pctfallback_added_usage_pct: Published share sum of source cells newly matched by the primary exact-text fallback; each source cell counted once
Unit: percentage points
Multiple primary task id cellsmultiple_primary_task_id_cells: Positive source cells assigned more than one distinct current task ID by the selected primary bridge
Unit: count
Minimum published pctminimum_published_pct: Smallest strictly positive task share displayed for this country-period; not an inferred disclosure-count threshold
Unit: percentage points
Country count availablecountry_count_available: Source edition supplies country task counts in the weekly schema; false for monthly country-share files; this is not a numerical country count
Unit: boolean
Bridge methodbridge_method: Published numeric task ID or explicit historical bridge rule
Unit: category
Published occupation share pctpublished_occupation_share_pct: Sum of numeric direct occupation source shares before any mapping
Unit: percentage points
Positive occupation cellspositive_occupation_cells: Source occupation rows with value strictly above zero
Unit: count
Numeric occupation cellsnumeric_occupation_cells: All numeric published occupation rows, including displayed zeros
Unit: count
Rounded zero occupation cellsrounded_zero_occupation_cells: Published occupation rows rounded to zero
Unit: count
Occupation mass rounding low pctoccupation_mass_rounding_low_pct: 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
Occupation mass rounding high pctoccupation_mass_rounding_high_pct: 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
Occupation residual pctoccupation_residual_pct: 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
Usage share global pctusage_share_global_pct: Published share of global consumer usage for this country and period
Unit: percentage points
Anthropic usage indexanthropic_usage_index: Usage share divided by working-age population share; 1 means proportional, not universal adoption
Unit: index
Occupation minus task mass pctoccupation_minus_task_mass_pct: 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
Occupations with positive tasksoccupations_with_positive_tasks: 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

Source table: outputs/evidence/facet_comparison.csv

SHA-256: 905ed893040e4d61b627af093ad057c4fc1da3d9e79360c96238df438a76022d

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