{
  "datasetId": "yugalinks/import-export-route-risk-monitor-v1",
  "title": "Global Import-Export Route Risk Monitor (1995-2024)",
  "description": "Exporter-importer route summaries covering current trade, product-level risk counts, demand and concentration measures, trade access, and buyer-market context.",
  "format": "Parquet",
  "columns": [
    "exporter_iso3",
    "importer_iso3",
    "all_history_lane_count",
    "current_lane_count",
    "current_product_count",
    "first_observed_last_year",
    "latest_data_year",
    "current_trade_usd",
    "attention_trade_usd",
    "critical_trade_usd",
    "high_volatility_trade_usd",
    "unrecovered_drawdown_trade_usd",
    "declining_demand_trade_usd",
    "concentrated_market_trade_usd",
    "access_friction_trade_usd",
    "buyer_macro_weakness_trade_usd",
    "critical_lane_count",
    "high_attention_lane_count",
    "high_volatility_lane_count",
    "unrecovered_drawdown_lane_count",
    "declining_demand_lane_count",
    "concentrated_market_lane_count",
    "access_friction_lane_count",
    "trade_weighted_volatility_cv",
    "trade_weighted_below_peak_pct",
    "product_hhi_numerator",
    "top3_product_trade_usd",
    "top_product_hs6",
    "top_product_trade_usd",
    "top_product_description",
    "top_attention_product_hs6",
    "top_attention_product_reason",
    "distance_km",
    "shares_land_border",
    "shares_official_language",
    "common_spoken_language_score",
    "has_reported_fta",
    "avg_applied_tariff_pct",
    "avg_mfn_tariff_pct",
    "avg_preferential_tariff_pct",
    "tariff_advantage_pp",
    "buyer_biz_entry_days",
    "buyer_biz_entry_cost_pct",
    "buyer_gdp_mn_latest",
    "buyer_gdp_pc_latest",
    "buyer_population_latest",
    "buyer_gdp_5y_cagr_pct",
    "buyer_gdp_pc_5y_cagr_pct",
    "buyer_population_5y_cagr_pct",
    "buyer_investment_5y_avg_pct",
    "buyer_savings_5y_avg_pct",
    "buyer_macro_resilience_label",
    "attention_trade_share_pct",
    "critical_trade_share_pct",
    "product_concentration_hhi",
    "top1_product_share_pct",
    "top3_product_share_pct",
    "risk_driver_labels",
    "attention_level",
    "primary_risk_reason"
  ],
  "columnTypes": {
    "exporter_iso3": "string",
    "importer_iso3": "string",
    "all_history_lane_count": "uint64",
    "current_lane_count": "uint64",
    "current_product_count": "uint64",
    "first_observed_last_year": "uint16",
    "latest_data_year": "uint16",
    "current_trade_usd": "float64",
    "attention_trade_usd": "float64",
    "critical_trade_usd": "float64",
    "high_volatility_trade_usd": "float64",
    "unrecovered_drawdown_trade_usd": "float64",
    "declining_demand_trade_usd": "float64",
    "concentrated_market_trade_usd": "float64",
    "access_friction_trade_usd": "float64",
    "buyer_macro_weakness_trade_usd": "float64",
    "critical_lane_count": "uint64",
    "high_attention_lane_count": "uint64",
    "high_volatility_lane_count": "uint64",
    "unrecovered_drawdown_lane_count": "uint64",
    "declining_demand_lane_count": "uint64",
    "concentrated_market_lane_count": "uint64",
    "access_friction_lane_count": "uint64",
    "trade_weighted_volatility_cv": "float64",
    "trade_weighted_below_peak_pct": "float64",
    "product_hhi_numerator": "float64",
    "top3_product_trade_usd": "float64",
    "top_product_hs6": "string",
    "top_product_trade_usd": "float64",
    "top_product_description": "string",
    "top_attention_product_hs6": "string",
    "top_attention_product_reason": "string",
    "distance_km": "float64",
    "shares_land_border": "uint8",
    "shares_official_language": "uint8",
    "common_spoken_language_score": "float64",
    "has_reported_fta": "uint8",
    "avg_applied_tariff_pct": "float64",
    "avg_mfn_tariff_pct": "float64",
    "avg_preferential_tariff_pct": "float64",
    "tariff_advantage_pp": "float64",
    "buyer_biz_entry_days": "float64",
    "buyer_biz_entry_cost_pct": "float64",
    "buyer_gdp_mn_latest": "float64",
    "buyer_gdp_pc_latest": "float64",
    "buyer_population_latest": "float64",
    "buyer_gdp_5y_cagr_pct": "float64",
    "buyer_gdp_pc_5y_cagr_pct": "float64",
    "buyer_population_5y_cagr_pct": "float64",
    "buyer_investment_5y_avg_pct": "float64",
    "buyer_savings_5y_avg_pct": "float64",
    "buyer_macro_resilience_label": "string",
    "attention_trade_share_pct": "float64",
    "critical_trade_share_pct": "float64",
    "product_concentration_hhi": "float64",
    "top1_product_share_pct": "float64",
    "top3_product_share_pct": "float64",
    "risk_driver_labels": "List",
    "attention_level": "string",
    "primary_risk_reason": "string"
  },
  "records": 28476,
  "bytes": 3718961,
  "sha256": "9fbed29b1a0e9d53b3cb6d40e726fe876c6ecfcedcf4dd8299c8c1e927198a9b",
  "coverage": "1995-2024 annual observations where available",
  "rowMeaning": "one exporter-importer country pair",
  "includes": [
    "Current trade and values associated with route signals",
    "Product concentration, volatility, and drawdown measures",
    "Tariffs, agreement, distance, and selected buyer-market indicators"
  ],
  "metricDefinitions": [
    "CAGR is the compound annual growth rate across a multi-year period.",
    "HHI summarizes concentration; higher values indicate activity is concentrated among fewer participants.",
    "Fields marked USD are monetary values denominated in US dollars.",
    "Count fields report the number of items named in the field, such as products, partners, or routes.",
    "Values ending in pp are percentage-point changes.",
    "Values ending in pct are percentages.",
    "Country fields ending in ISO3 use three-letter ISO 3166-1 country codes."
  ],
  "releaseVersion": "1.0.0",
  "sources": [
    "OECD BIMTS HS2017-6D"
  ],
  "sourceLinks": [
    "https://www.oecd.org/termsandconditions/"
  ],
  "huggingFaceUrl": "https://huggingface.co/datasets/yugalinks/import-export-route-risk-monitor-v1",
  "pageUrl": "https://www.yugalinks.com/datasets/import-export/import-export-route-risk-monitor-v1/",
  "readmeUrl": "https://www.yugalinks.com/datasets/import-export/import-export-route-risk-monitor-v1/README.md",
  "download": {
    "url": "https://www.yugalinks.com/datasets/import-export/import-export-route-risk-monitor-v1/data.parquet",
    "bytes": 3718961,
    "sha256": "9fbed29b1a0e9d53b3cb6d40e726fe876c6ecfcedcf4dd8299c8c1e927198a9b"
  }
}