Global Trade Data Readiness

Read-only review of the local UN Comtrade and OECD TiVA foundation used for sector, commodity, tariff, and supply-chain exposure features.

Run global_trade_data_readiness_20260720T045609Z | generated UTC 2026-07-20T04:56:09.138874+00:00

Summary

Statuspriority_foundation_ready_for_research
Comtrade observations2719
Comtrade reporters12
Comtrade years2015 - 2025
Comtrade graph edges5320
Mapped trade lanes2607
Unmapped trade lanes0
Recently confirmed empty lanes496
Eligible direct YoY rows1563
Eligible shock labels950
Unresolved gaps excluded1363
TiVA observations109
TiVA graph edges109
TiVA measures4

Operator action: Use mapped Comtrade and TiVA exposure features plus the direct-observation year-over-year shock cohort in research ablations; keep unresolved gaps excluded and expand only targeted model gaps.

This report does not call external APIs. It reads the local operator views listed below.

Global Trade Model Use Policy

Report-only guardrails for how local Comtrade and TiVA evidence may enter research models. These rows do not schedule provider pulls or authorize promotion; they separate mapped exposure features, shock-label candidates, value-chain context, and bounded expansion work.

Policy AreaStatusObservedRequired/ContextGap/ReviewModel Usage PolicyOperator Action
comtrade_trade_graph_seed_gatetrade_graph_seed_ready532010sector_and_commodity_exposure_research_allowedUse mapped Comtrade graph edges as research-only sector, commodity, tariff, and supply-chain exposure features.
commodity_entity_mapping_gatecommodity_entity_mapping_ready260726070mapped_trade_relationship_features_allowedAll local Comtrade trade lanes are mapped to stable graph entities; keep mappings visible during model ablations.
strategic_exposure_bucket_gatestrategic_exposure_buckets_ready850priority_industry_exposure_research_allowedUse the strategic trade buckets as bounded research features; expand only where a model or ontology gap asks for more depth.
trade_shock_label_gatedirect_observation_trade_shock_cohort_ready9505000direct_yoy_trade_shock_ablation_allowedUse 1563 direct adjacent-year rows for research ablation; keep 1363 unresolved gaps excluded and 238 confirmed absences as context-only evidence.
tiva_value_chain_gatetiva_value_chain_feature_ready1091000value_chain_features_research_allowedUse OECD TiVA relationships as value-chain context in research ablations alongside Comtrade exposure features.
bounded_expansion_queue_gatebounded_trade_expansion_queue_ready2050targeted_provider_pulls_only_when_neededUse the ranked expansion queue for small validation/backfill batches; avoid broad Comtrade pulls unless a model gate requires them.
aggregate_global_trade_model_policyglobal_trade_model_features_ready_for_ablation660research_ablation_allowed_no_promotion_permissionUse only explicitly eligible global-trade evidence in research until mapping, direct shock-label, TiVA-depth, and expansion-queue gates pass.

Strategic Trade Coverage

Bucketed view of existing local Comtrade lanes, designed to steer future bounded pulls toward model-useful exposure areas rather than broad volume. Coverage gaps remain visible, but only directly observed adjacent-year pairs enter the eligible shock-feature cohort.

BucketCodesMappedUnmappedLane GroupsObservation RowsReporter TouchesYearsTotal Primary ValueCoverage GapsLarge ChangesExample CodesOperator Action
Metals, mining, and critical minerals17170129412941992017 - 20254434934818347.287564952601: Iron ore; 7108: Gold; 260300: Copper; 850760: Lithium / lithium-ion batteries; 7403: CopperKeep 756 coverage-gap lane(s) in Metals, mining, and critical minerals excluded from the direct-observation training cohort; backfill only high-value model gaps.
Agriculture and food inputs440261261482020 - 2025637635223766.26237701201: Soybeans; 1005: Corn; 1001: Wheat; 3105: FertilizerKeep 237 coverage-gap lane(s) in Agriculture and food inputs excluded from the direct-observation training cohort; backfill only high-value model gaps.
Shipping and logistics330138138342021 - 2025377985957267.24159218901: Shipping and marine transport; 890190: Cargo shipping; 890120: Tanker shippingKeep 159 coverage-gap lane(s) in Shipping and logistics excluded from the direct-observation training cohort; backfill only high-value model gaps.
Transport and industrial equipment330202202342016 - 20255781213895270.50152318703: Motor vehicles, bodies and trailers, and parts; 8708: Motor vehicles, bodies and trailers, and parts; 880240: Aircraft manufacturingKeep 152 coverage-gap lane(s) in Transport and industrial equipment excluded from the direct-observation training cohort; backfill only high-value model gaps.
Energy and fuels440382382432015 - 202519473998115216.2611618627: Energy products; 270900: Crude oil; 271111: Natural gas; 271121: Natural gasKeep 116 coverage-gap lane(s) in Energy and fuels excluded from the direct-observation training cohort; backfill only high-value model gaps.
Semiconductors and electronics220215215242017 - 20253298946948325.976089854231: Semiconductor components; 854239: Semiconductor componentsKeep 60 coverage-gap lane(s) in Semiconductors and electronics excluded from the direct-observation training cohort; backfill only high-value model gaps.
Other mapped trade exposure1107373122018 - 20251132834438572.2158123004: PharmaceuticalsKeep 58 coverage-gap lane(s) in Other mapped trade exposure excluded from the direct-observation training cohort; backfill only high-value model gaps.
Energy transition equipment1104242122022 - 202575177289603.15389854143: Solar energy equipmentKeep 38 coverage-gap lane(s) in Energy transition equipment excluded from the direct-observation training cohort; backfill only high-value model gaps.

Priority Trade Expansion Queue

Non-total commodity lanes ranked for targeted Comtrade validation or expansion. These gaps are excluded from the direct-observation training cohort, so pulls should repair a specific high-value model or ontology need rather than chase every historical boundary. Exact lanes confirmed HTTP-successful with zero provider rows in the last 30 days are suppressed to prevent wasteful repeats. Suggested pulls are single-lane review commands only; this report does not call Comtrade.

PrioritySourceReporter CodeReporterFlow CodeFlowCodeCommodityGraph EntityBridge StatusYearPrior YearBucketDirectionCurrent ValueValue ChangeChange %PartnersSuggested Pull YearPull IntentSuggested Pull CommandBridge ActionOperator Action
3yoy_gap_or_shock842United StatesMImport27Mineral fuels, mineral oils and products of their distillation; bituminous substances; mineral waxescommodity:energy_productsmapped_trade_graph_entity20152014coverage_gapnew200696083561.00200696083561.0012014prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2014 -ReporterCode 842 -CmdCode 27 -FlowCode M -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Energy products as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Mineral fuels, mineral oils and products of their distillation; bituminous substances; mineral waxes as a growth/shock feature.
3yoy_gap_or_shock842United StatesMImport8703Motor cars and other motor vehiclesindustry:bea:3361mvmapped_trade_graph_entity20162015coverage_gapnew173287002521.00173287002521.0012015prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2015 -ReporterCode 842 -CmdCode 8703 -FlowCode M -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Motor vehicles, bodies and trailers, and parts as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Motor cars and other motor vehicles as a growth/shock feature.
3yoy_gap_or_shock842United StatesMImport270900Crude petroleum oils and oils from bituminous mineralscommodity:crude_oilmapped_trade_graph_entity20172016coverage_gapnew139287630125.00139287630125.0012016prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2016 -ReporterCode 842 -CmdCode 270900 -FlowCode M -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Crude oil as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Crude petroleum oils and oils from bituminous minerals as a growth/shock feature.
3yoy_gap_or_shock699IndiaMImport270900Crude petroleum oils and oils from bituminous mineralscommodity:crude_oilmapped_trade_graph_entity20182017coverage_gapnew114708238144.14114708238144.1412017prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2017 -ReporterCode 699 -CmdCode 270900 -FlowCode M -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Crude oil as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Crude petroleum oils and oils from bituminous minerals as a growth/shock feature.
3yoy_gap_or_shock392JapanMImport27Mineral fuels, mineral oils and products of their distillation; bituminous substances; mineral waxescommodity:energy_productsmapped_trade_graph_entity20162015coverage_gapnew110878112125.00110878112125.0012015prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2015 -ReporterCode 392 -CmdCode 27 -FlowCode M -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Energy products as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Mineral fuels, mineral oils and products of their distillation; bituminous substances; mineral waxes as a growth/shock feature.
3yoy_gap_or_shock842United StatesXExport27Mineral fuels, mineral oils and products of their distillation; bituminous substances; mineral waxescommodity:energy_productsmapped_trade_graph_entity20152014coverage_gapnew104105881821.00104105881821.0012014prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2014 -ReporterCode 842 -CmdCode 27 -FlowCode X -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Energy products as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Mineral fuels, mineral oils and products of their distillation; bituminous substances; mineral waxes as a growth/shock feature.
3yoy_gap_or_shock392JapanXExport8703Motor cars and other motor vehiclesindustry:bea:3361mvmapped_trade_graph_entity20182017coverage_gapnew99131612855.7899131612855.7812017prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2017 -ReporterCode 392 -CmdCode 8703 -FlowCode X -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Motor vehicles, bodies and trailers, and parts as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Motor cars and other motor vehicles as a growth/shock feature.
3yoy_gap_or_shock410South KoreaMImport27Mineral fuels, mineral oils and products of their distillation; bituminous substances; mineral waxescommodity:energy_productsmapped_trade_graph_entity20162015coverage_gapnew81757709010.0081757709010.0012015prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2015 -ReporterCode 410 -CmdCode 27 -FlowCode M -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Energy products as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Mineral fuels, mineral oils and products of their distillation; bituminous substances; mineral waxes as a growth/shock feature.
3yoy_gap_or_shock699IndiaXExport27Mineral fuels, mineral oils and products of their distillation; bituminous substances; mineral waxescommodity:energy_productsmapped_trade_graph_entity20242023coverage_gapnew74267309683.4174267309683.4112023prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2023 -ReporterCode 699 -CmdCode 27 -FlowCode X -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Energy products as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Mineral fuels, mineral oils and products of their distillation; bituminous substances; mineral waxes as a growth/shock feature.
3yoy_gap_or_shock842United StatesMImport3004Medicaments, measured doses or retail formscommodity:pharmaceuticalsmapped_trade_graph_entity20182017coverage_gapnew71615653550.0071615653550.0012017prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2017 -ReporterCode 842 -CmdCode 3004 -FlowCode M -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Pharmaceuticals as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Medicaments, measured doses or retail forms as a growth/shock feature.
3yoy_gap_or_shock842United StatesMImport8708Parts and accessories of motor vehiclesindustry:bea:3361mvmapped_trade_graph_entity20182017coverage_gapnew71435554493.0071435554493.0012017prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2017 -ReporterCode 842 -CmdCode 8708 -FlowCode M -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Motor vehicles, bodies and trailers, and parts as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Parts and accessories of motor vehicles as a growth/shock feature.
3yoy_gap_or_shock36AustraliaXExport2601Iron ores and concentratescommodity:iron_oremapped_trade_graph_entity20192018coverage_gapnew66787092351.4566787092351.4512018prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2018 -ReporterCode 36 -CmdCode 2601 -FlowCode X -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Iron ore as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Iron ores and concentrates as a growth/shock feature.
3yoy_gap_or_shock156ChinaMImport1201Soya beanscommodity:soybeansmapped_trade_graph_entity20232022coverage_gapceased-61235992820.00-1.0000002023latest_year_gap_validation.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2023 -ReporterCode 156 -CmdCode 1201 -FlowCode M -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Soybeans as the trade graph entity for sector, commodity, and supply-chain exposure review.Review whether the latest year is truly missing or not yet published before training ceased-flow or supply-shock features for Soya beans.
3yoy_gap_or_shock156ChinaXExport8708Parts and accessories of motor vehiclesindustry:bea:3361mvmapped_trade_graph_entity20232022coverage_gapnew53131389547.0053131389547.0012022prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2022 -ReporterCode 156 -CmdCode 8708 -FlowCode X -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Motor vehicles, bodies and trailers, and parts as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Parts and accessories of motor vehicles as a growth/shock feature.
3yoy_gap_or_shock156ChinaMImport8703Motor cars and other motor vehiclesindustry:bea:3361mvmapped_trade_graph_entity20212020coverage_gapnew52851644703.0052851644703.0012020prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2020 -ReporterCode 156 -CmdCode 8703 -FlowCode M -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Motor vehicles, bodies and trailers, and parts as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Motor cars and other motor vehicles as a growth/shock feature.
3yoy_gap_or_shock156ChinaMImport1201Soya beanscommodity:soybeansmapped_trade_graph_entity20242023coverage_gapnew52726095824.0052726095824.0012023prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2023 -ReporterCode 156 -CmdCode 1201 -FlowCode M -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Soybeans as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Soya beans as a growth/shock feature.
3yoy_gap_or_shock410South KoreaXExport27Mineral fuels, mineral oils and products of their distillation; bituminous substances; mineral waxescommodity:energy_productsmapped_trade_graph_entity20252024coverage_gapceased-52616721372.00-1.0000002025latest_year_gap_validation.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2025 -ReporterCode 410 -CmdCode 27 -FlowCode X -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Energy products as the trade graph entity for sector, commodity, and supply-chain exposure review.Review whether the latest year is truly missing or not yet published before training ceased-flow or supply-shock features for Mineral fuels, mineral oils and products of their distillation; bituminous substances; mineral waxes.
3yoy_gap_or_shock156ChinaMImport8703Motor cars and other motor vehiclesindustry:bea:3361mvmapped_trade_graph_entity20232022coverage_gapceased-52273905079.00-1.0000002023latest_year_gap_validation.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2023 -ReporterCode 156 -CmdCode 8703 -FlowCode M -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Motor vehicles, bodies and trailers, and parts as the trade graph entity for sector, commodity, and supply-chain exposure review.Review whether the latest year is truly missing or not yet published before training ceased-flow or supply-shock features for Motor cars and other motor vehicles.
3yoy_gap_or_shock156ChinaMImport854239Electronic integrated circuits, otherraw_material:semiconductor_componentsmapped_trade_graph_entity20182017coverage_gapnew51776577514.0051776577514.0012017prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2017 -ReporterCode 156 -CmdCode 854239 -FlowCode M -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Semiconductor components as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Electronic integrated circuits, other as a growth/shock feature.
3yoy_gap_or_shock156ChinaXExport854231Electronic integrated circuits: processors and controllersraw_material:semiconductor_componentsmapped_trade_graph_entity20212020coverage_gapnew50605985156.0050605985156.0012020prior_year_gap_backfill.\scripts\run-un-comtrade-trade-flow-ingest.ps1 -Year 2020 -ReporterCode 156 -CmdCode 854231 -FlowCode X -ReporterLimit 1 -CommodityLimit 1 -TriggeredBy manualUse Semiconductor components as the trade graph entity for sector, commodity, and supply-chain exposure review.Backfill the prior comparison year or mark the lane as newly covered before using Electronic integrated circuits: processors and controllers as a growth/shock feature.

Largest Comtrade Flow Summaries

ReporterFlowModeRowsCommodity CodesTotal Primary ValueYearLatest Observed
ChinaImportkeyed23234425907283267.0020222026-07-20T04:47:29.264708+00:00
United StatesImportkeyed35354380965996842.0020252026-07-15T15:20:24.566710+00:00
United StatesImportkeyed24244357326773050.0020222026-07-16T13:46:28.913547+00:00
United StatesImportkeyed28284324145035646.0020242026-07-15T12:27:27.071941+00:00
ChinaImportkeyed36364279300761238.0020242026-07-19T23:12:02.206823+00:00
ChinaImportkeyed35354227557979408.0020212026-07-19T05:27:17.639903+00:00
United StatesImportkeyed26264083924844282.0020232026-07-16T13:41:47.482135+00:00
ChinaImportkeyed20204075716522425.0020232026-07-19T17:35:52.380202+00:00
ChinaExportkeyed35354044758424585.0020242026-07-10T09:09:32.054888+00:00
ChinaExportkeyed21213789484369941.0020222026-07-19T17:36:35.723186+00:00
United StatesImportkeyed34343715390624573.0020212026-07-16T13:44:36.116486+00:00
ChinaExportkeyed19193670280977875.0020232026-07-20T04:47:15.408078+00:00

Projected Comtrade Graph Coverage

RelationshipFlowModeYearEdgesReportersCommoditiesTotal Primary ValueAvg StrengthLatest Updated
commodity_imported_byMkeyed202529910367254143460337.550.64852026-07-19T17:47:03.206332+00:00
imports_commodityMkeyed202529910367254143460337.550.64852026-07-19T17:47:03.206332+00:00
commodity_exported_byXkeyed202528910366151962138945.330.66092026-07-19T17:47:03.206332+00:00
exports_commodityXkeyed202528910366151962138945.330.66092026-07-19T17:47:03.206332+00:00
commodity_imported_byMkeyed2024285113611830960241426.480.68012026-07-20T04:49:58.040340+00:00
imports_commodityMkeyed2024285113611830960241426.480.68012026-07-20T04:49:58.040340+00:00
commodity_exported_byXkeyed2024274113610186125709513.000.69592026-07-20T04:49:58.040340+00:00
exports_commodityXkeyed2024274113610186125709513.000.69592026-07-20T04:49:58.040340+00:00
commodity_imported_byMkeyed202125493510486787425353.490.71382026-07-19T23:20:40.484222+00:00
imports_commodityMkeyed202125493510486787425353.490.71382026-07-19T23:20:40.484222+00:00
commodity_exported_byXkeyed202124310358383869049249.000.70472026-07-19T23:20:40.484222+00:00
exports_commodityXkeyed202124310358383869049249.000.70472026-07-19T23:20:40.484222+00:00

OECD TiVA Value-Chain Coverage

Reference AreaCounterpartMeasureActivityRowsAverage ValueMax ValueYearLatest Observed
MexicoUnited StatesEXGR_PSH_T168.375068.375020222026-06-12T05:20:31.039872+00:00
MexicoUnited StatesEXGR_DVA_PSH_T166.725066.725020222026-06-12T05:19:41.174661+00:00
CanadaUnited StatesEXGR_PSH_T165.853065.853020222026-06-12T05:20:16.159441+00:00
CanadaUnited StatesEXGR_DVA_PSH_T165.293065.293020222026-06-12T05:19:34.890118+00:00
CanadaUnited StatesIMGR_PSH_T144.691044.691020222026-06-12T05:21:06.204420+00:00
CanadaUnited StatesDFD_FVA_PSH_T141.247041.247020222026-06-12T05:19:34.664383+00:00
MexicoUnited StatesDFD_FVA_PSH_T140.819040.819020222026-06-12T05:19:34.724922+00:00
KoreaChina (People’s Republic of)EXGR_DVA_PSH_T125.411025.411020222026-07-19T05:43:38.304661+00:00
KoreaChina (People’s Republic of)EXGR_PSH_T124.945024.945020222026-07-19T05:44:38.414879+00:00
KoreaChina (People’s Republic of)IMGR_PSH_T121.626021.626020222026-07-19T20:39:33.432408+00:00
JapanChina (People’s Republic of)EXGR_PSH_T121.550021.550020222026-07-19T05:43:58.414279+00:00
KoreaChina (People’s Republic of)DFD_FVA_PSH_T121.495021.495020222026-07-19T05:42:38.241166+00:00