Occupation evidence
Facet comparison
Task and occupation mass counted before expansion
235rows
36fields
121country / area identifiers
CSVcomplete download
What one row represents
country-month
Key: country,date_start
Units: Counts and percentage points
Preview
First 8 rows. The download contains all 235 rows.
| country | country_name | date_start | date_end | release | sample_kind | published_task_cells | published_usage_pct_sum | residual_usage_pct | source_numeric_task_cells | source_zero_share_task_cells | residual_rounding_low_pct | residual_rounding_high_pct | current_onet_matched_cells | current_onet_matched_usage_pct | strict_id_matched_cells | strict_id_matched_usage_pct | exact_current_text_matched_cells | exact_current_text_matched_usage_pct | fallback_added_cells | fallback_added_usage_pct | multiple_primary_task_id_cells | minimum_published_pct | country_count_available | bridge_method | published_occupation_share_pct | positive_occupation_cells | numeric_occupation_cells | rounded_zero_occupation_cells | occupation_mass_rounding_low_pct | occupation_mass_rounding_high_pct | occupation_residual_pct | usage_share_global_pct | anthropic_usage_index | occupation_minus_task_mass_pct | occupations_with_positive_tasks |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AGO | Angola | 2026-04-01 | 2026-05-01 | release_2026_06_26 | calendar_month | 8 | 14.8 | 85.2 | 8.0 | 0.0 | 85.16 | 85.24000000000001 | 8 | 14.8 | 8 | 14.8 | 0 | 0.0 | 0 | 0.0 | 0 | 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 | 0.0 | 77.92 | 78.08 | 16 | 22.0 | 16 | 22.0 | 0 | 0.0 | 0 | 0.0 | 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 | 0.0 | 98.095 | 98.105 | 1 | 1.9 | 1 | 1.9 | 0 | 0.0 | 0 | 0.0 | 0 | 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 | 0.0 | 88.105 | 88.175 | 7 | 11.86 | 7 | 11.86 | 0 | 0.0 | 0 | 0.0 | 0 | 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 | 0.0 | 44.595000000000006 | 46.32500000000001 | 173 | 54.53999999999999 | 173 | 54.53999999999999 | 0 | 0.0 | 0 | 0.0 | 0 | 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 | 0.0 | 37.785 | 40.13499999999999 | 235 | 61.040000000000006 | 235 | 61.040000000000006 | 0 | 0.0 | 0 | 0.0 | 0 | 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 | 0.0 | 30.72 | 33.28 | 256 | 68.0 | 256 | 68.0 | 0 | 0.0 | 0 | 0.0 | 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 | 0.0 | 24.26000000000001 | 27.72000000000001 | 346 | 74.00999999999999 | 346 | 74.00999999999999 | 0 | 0.0 | 0 | 0.0 | 0 | 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 dictionary
| Field | Unit | Definition | Missingness |
|---|---|---|---|
| country | identifier | Canonical ISO3 or explicitly labelled additional source geography | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| country_name | label | Project display name; original provider name retained separately | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| date_start | date | Source observation-window start, not retrieval date | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| date_end | date | Source observation-window end | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| release | version | Pinned publisher release directory | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| sample_kind | category | One-week snapshot or calendar month; not a harmonized frequency panel | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| published_task_cells | count | Number of positive published source task cells; original source-cell denominator | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| published_usage_pct_sum | percentage points | Sum of positive published task shares before occupation expansion | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| residual_usage_pct | percentage points | 100 minus summed published task shares; combines missing/unclassified/rounding mass | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| source_numeric_task_cells | count | Modern published numeric task rows, including rounded zero shares | Blank/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_cells | count | Modern numeric task rows whose displayed share equals zero | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| residual_rounding_low_pct | percentage points | Residual lower sensitivity accounting for all numeric modern cells, including zeros | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| residual_rounding_high_pct | percentage points | Residual upper sensitivity accounting for positive modern cells and nonnegative actual shares | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| current_onet_matched_cells | count | Positive source task cells with at least one current O*NET task under the primary bridge; each source cell counted once | Blank/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_pct | percentage points | Sum of published shares for positive source cells matched by the primary bridge, counted once before occupation expansion | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| strict_id_matched_cells | count | Positive source cells matched by strict legacy task ID, or by the directly published task ID in monthly data | Blank/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_pct | percentage points | Published share sum of strict legacy-ID matches, or direct published-ID matches in monthly data | Blank/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_cells | count | 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 | Blank/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_pct | percentage points | Historical published share sum with an exact current-text candidate; a separate overlapping diagnostic, not additional mass beyond the strict route | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| fallback_added_cells | count | Positive historical source cells assigned a current task by exact text only because no strict legacy-ID match survived | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| fallback_added_usage_pct | percentage points | Published share sum of source cells newly matched by the primary exact-text fallback; each source cell counted once | Blank/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_cells | count | Positive source cells assigned more than one distinct current task ID by the selected primary bridge | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| minimum_published_pct | percentage points | Smallest strictly positive task share displayed for this country-period; not an inferred disclosure-count threshold | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| country_count_available | boolean | Source edition supplies country task counts in the weekly schema; false for monthly country-share files; this is not a numerical country count | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| bridge_method | category | Published numeric task ID or explicit historical bridge rule | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| published_occupation_share_pct | percentage points | Sum of numeric direct occupation source shares before any mapping | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| positive_occupation_cells | count | Source occupation rows with value strictly above zero | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| numeric_occupation_cells | count | All numeric published occupation rows, including displayed zeros | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| rounded_zero_occupation_cells | count | Published occupation rows rounded to zero | Blank/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_pct | see method/source | Field retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definition | Blank/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_pct | see method/source | Field retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definition | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| occupation_residual_pct | see method/source | Field retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definition | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| usage_share_global_pct | percentage points | Published share of global consumer usage for this country and period | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| anthropic_usage_index | index | Usage share divided by working-age population share; 1 means proportional, not universal adoption | Blank/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_pct | see method/source | Field retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definition | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| occupations_with_positive_tasks | see method/source | Field retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definition | Blank/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/facet_comparison.csv
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