Allocation accounting checks
Allocated plus unmatched equals original published occupation mass. Unpublished residual is separate. Arithmetic tolerance 1e-9 percentage points.
What one row represents
Country × month × classification × level × scenario
Units: See field definitions
Data preview
First 8 rows of 2,852. Choose the columns to inspect; the download includes every field.
Choose preview columns (10 available)
| Country codecountry | Periodperiod | Classificationclassification | Levellevel | Routeroute | Published mass pctpublished_mass_pct | Allocated mass pctallocated_mass_pct | Unmatched mass pctunmatched_mass_pct | Publication residual pctpublication_residual_pct | Mass error ppmass_error_pp |
|---|---|---|---|---|---|---|---|---|---|
| AGO | 2026-04 | ISCO08 | 1 | equal_all | 37.57 | 37.57 | 0 | 62.43 | -7.1054273576e-15 |
| AGO | 2026-05 | ISCO08 | 1 | equal_all | 58.28 | 58.28 | 0 | 41.72 | -7.1054273576e-15 |
| ALB | 2026-04 | ISCO08 | 1 | equal_all | 36.63 | 36.63 | 0 | 63.37 | 1.42108547152e-14 |
| ALB | 2026-05 | ISCO08 | 1 | equal_all | 51.91 | 51.91 | 0 | 48.09 | 0 |
| ARE | 2026-04 | ISCO08 | 1 | equal_all | 89.28 | 89.28 | 0 | 10.72 | 4.26325641456e-14 |
| ARE | 2026-05 | ISCO08 | 1 | equal_all | 93.2 | 93.04 | 0.16 | 6.8 | 4.26325641456e-14 |
| ARG | 2026-04 | ISCO08 | 1 | equal_all | 90.78 | 90.6 | 0.18 | 9.22 | 4.26325641456e-14 |
| ARG | 2026-05 | ISCO08 | 1 | equal_all | 95.73 | 95.34 | 0.39 | 4.27 | 4.26325641456e-14 |
Field definitions
Blank means unavailable or not applicable; never substitute zero
- Country code
country ISO3 country or area attached to source activity; not worker residence verified by this project
Unit: see definition- Period
period Month of AI activity; not employment reference period
Unit: see definition- Classification
classification ISCO08 or UK SOC2020 destination taxonomy
Unit: see definition- Level
level Number of digits in destination occupation code
Unit: see definition- Route
route Allocation scenario: equal_all is primary; exact_narrow, exact_only and UK lexical_all are sensitivity alternatives
Unit: see definition- Published mass pct
published_mass_pct Sum of published source occupation shares before mapping; source rounding retained
Unit: percent of original country usage- Allocated mass pct
allocated_mass_pct Sum of allocated shares excluding UNMATCHED
Unit: percent of original country usage- Unmatched mass pct
unmatched_mass_pct Published source mass not resolvable at the requested destination detail
Unit: percent of original country usage- Publication residual pct
publication_residual_pct 100 minus published source occupation mass; not the same as unmatched mapped mass
Unit: percent of original country usage- Mass error pp
mass_error_pp Allocated plus unmatched minus original published mass, in percentage points
Unit: see definition
Technical provenance and reuse terms
Primary key: country,period,classification,level,route
Source table: outputs/allocation/allocation-reconciliation.csv
SHA-256: 6486f11c157e33b1abd4d309f0b1402ee374420f0d699cc9009416629405da5a
Source attribution and reuse terms · Machine-readable manifest