Data Schemas

Identity keys: name + geography + period

Coverage complete when: Every indicator/geography/period row in the named source table and declared scope is included; selected examples do not qualify.

Identity keys: name + period + geography + category + scenario + variable · name + period + geography + category + scenario · name + period + geography + category + variable · name + period + geography + category

Coverage complete when: All declared dimension combinations from one named published table or bounded query are present, including explicit missing/suppressed cells when the source defines them.

Identity keys: record_id · name + geography + category

Coverage complete when: Every entity in the specifically named current registry/list publication is included; the registry boundary and edition are identified.

Identity keys: record_id · name + facility_type + geography

Coverage complete when: Every facility in one named authoritative registry or bounded official publication is represented; do not imply a global inventory from samples.

Identity keys: record_id · registry_id · name + geography + organization_type

Coverage complete when: All organizations in the named register or explicitly bounded official directory are included.

Identity keys: record_id · name + provider

Coverage complete when: All entries in the complete authoritative service directory within the dataset's declared scope are included; identify the directory owner, publication/snapshot boundary, pagination and known exclusions.

Identity keys: name + metric + market + geography + observation_date · name + metric + geography + observation_date

Coverage complete when: All products/instruments and quote metrics (such as bid/ask or buy/sell) in the publisher board at one explicit observation time are included.

Identity keys: coin_id + source_timestamp

Coverage complete when: The declared top-10-by-market-cap CoinGecko asset snapshot is complete at the captured time; each row uses the same CoinGecko coin identity, USD and VND quotes, 24-hour percentage change, and USD market capitalization. Do not substitute a calculated VND conversion for CoinGecko’s VND quote.

Identity keys: document_number + name · record_id · name + effective_date

Coverage complete when: All rules, thresholds, categories, and exceptions in the named law/version or bounded official table are represented.

Identity keys: code + version · record_id · name + parent_code + version

Coverage complete when: All codes at each declared hierarchy level, including auxiliary/unspecified codes included by the source, are represented for the selected edition.

Identity keys: record_id · name + occurred_at + geography

Coverage complete when: Every source item in the explicitly stated completed time window and event class is included; state pagination/window boundaries.

Identity keys: record_id · name + published_at + geography · name + published_at

Coverage complete when: All active alerts or alerts issued in the declared bounded window from the named official alert feed are included.

Identity keys: license_number · record_id · name + authority

Coverage complete when: All licenses or licensed entities in the named authority register or bounded published list are included, with pagination and status filters accounted for; when the publication reports assessment outcomes rather than per-license particulars, preserve that distinction and use the publication edition as the snapshot date.

Identity keys: record_id · name + infrastructure_type + geography

Coverage complete when: Every named asset in the declared official registry/publication is included; planned assets are distinguished from commissioned assets.

Identity keys: record_id · trip_code + origin + destination + departure_time · name + origin + destination + geography + departure_time · name + origin + destination + geography

Coverage complete when: All links/assets or services in one named official network plan, timetable, or bounded operational register are included; identify the publication boundary, validity window, and distinguish planned from operating infrastructure.

Identity keys: record_id · name + indicator + station + geography + observation_date · name + indicator + geography + observation_date · name + indicator + station + geography + period · name + indicator + geography + period

Coverage complete when: All measurements in the declared station/site or geographic set and completed observation window/source-defined period are present; station is optional when the source observation is geographically identified without a station. Latest notice alone is not a complete event or observation feed.

Identity keys: record_id · name + geography + project_type

Coverage complete when: All projects in the named official programme, permit batch, or bounded publication are included; distinguish approved, planned, under-construction, and completed status. If the source includes a parent project roll-up alongside a distinct child/component line that repeats the name, project_type is part of the composite identity and must distinguish the source row role.

Identity keys: period + reporter + partner + flow + commodity + source_table + classification · period + reporter + partner + flow + commodity + source_table · period + reporter + partner + flow + commodity + classification · period + reporter + partner + flow + commodity

Coverage complete when: Every reporter-partner-flow-commodity cell in every declared source table and explicitly bounded completed period/query is present; retain source-table partition where one publication exposes multiple tables.

Identity keys: code · record_id · name + geography + admin_level

Coverage complete when: All geographic codes/features within the named edition and jurisdiction are included, respecting hierarchy and source-declared omissions.