{
  "dataset": "Global Import-Export Top Product Routes (1995-2024)",
  "description": "Ranked exporter-importer routes for individual HS6 products, combining export performance with buyer demand, market share, competition, access, and route-risk indicators.",
  "coverage": "1995-2024 annual observations where available",
  "rowMeaning": "one HS6 product and exporter-importer route",
  "includes": [
    "Route ranking, trade values, and growth",
    "Buyer demand, supplier competition, and market share",
    "Tariff, volatility, and risk indicators"
  ],
  "metricDefinitions": [
    "HS6 codes identify products at the six-digit Harmonized System level.",
    "CAGR is the compound annual growth rate across a multi-year period.",
    "HHI summarizes concentration; higher values indicate activity is concentrated among fewer participants.",
    "Year-over-year growth compares a value with the previous year; a negative percentage indicates a decline.",
    "Fields marked USD are monetary values denominated in US dollars.",
    "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."
  ],
  "columns": [
    "hs_code",
    "corridor_rank",
    "exporter_iso3",
    "importer_iso3",
    "latest_data_year",
    "lane_data_years",
    "exports_latest_observed_usd",
    "exports_all_year_avg_usd",
    "exports_avg_3y_usd",
    "exports_avg_5y_usd",
    "exports_avg_10y_usd",
    "exports_cagr_3y_pct",
    "exports_cagr_5y_pct",
    "exports_cagr_10y_pct",
    "exports_historical_peak_usd",
    "buyer_imports_latest_observed_usd",
    "historical_peak_year",
    "positive_growth_year_share_pct",
    "trend_acceleration_pct",
    "trend_label",
    "buyer_yoy_latest_pct",
    "buyer_yoy_all_avg_pct",
    "buyer_trend_consistency_pct",
    "market_share_latest_pct",
    "market_share_change_1y_pp",
    "peer_best_share_pct",
    "peer_top_exporter",
    "supplier_count_latest",
    "buyer_market_hhi",
    "distance_km",
    "has_reported_fta",
    "applied_tariff_pct",
    "tariff_advantage_pp",
    "volatility_cv",
    "max_drawdown_pct",
    "attention_level",
    "primary_risk_reason",
    "risk_driver_labels",
    "signal_flag",
    "confidence_label",
    "refreshed_at"
  ],
  "columnTypes": {
    "hs_code": "string",
    "corridor_rank": "uint16",
    "exporter_iso3": "string",
    "importer_iso3": "string",
    "latest_data_year": "uint16",
    "lane_data_years": "uint16",
    "exports_latest_observed_usd": "float64",
    "exports_all_year_avg_usd": "float64",
    "exports_avg_3y_usd": "float64",
    "exports_avg_5y_usd": "float64",
    "exports_avg_10y_usd": "float64",
    "exports_cagr_3y_pct": "float64",
    "exports_cagr_5y_pct": "float64",
    "exports_cagr_10y_pct": "float64",
    "exports_historical_peak_usd": "float64",
    "buyer_imports_latest_observed_usd": "float64",
    "historical_peak_year": "uint16",
    "positive_growth_year_share_pct": "float64",
    "trend_acceleration_pct": "float64",
    "trend_label": "string",
    "buyer_yoy_latest_pct": "float64",
    "buyer_yoy_all_avg_pct": "float64",
    "buyer_trend_consistency_pct": "float64",
    "market_share_latest_pct": "float64",
    "market_share_change_1y_pp": "float64",
    "peer_best_share_pct": "float64",
    "peer_top_exporter": "string",
    "supplier_count_latest": "uint16",
    "buyer_market_hhi": "float64",
    "distance_km": "float64",
    "has_reported_fta": "uint8",
    "applied_tariff_pct": "float64",
    "tariff_advantage_pp": "float64",
    "volatility_cv": "float64",
    "max_drawdown_pct": "float64",
    "attention_level": "string",
    "primary_risk_reason": "string",
    "risk_driver_labels": "List",
    "signal_flag": "string",
    "confidence_label": "string",
    "refreshed_at": "timestamp[ms, tz=UTC]"
  },
  "rows": [
    {
      "hs_code": "850710",
      "corridor_rank": 95,
      "exporter_iso3": "BEL",
      "importer_iso3": "NLD",
      "latest_data_year": 2024,
      "lane_data_years": 26,
      "exports_latest_observed_usd": 27814772.883635785,
      "exports_all_year_avg_usd": 13276947.095623415,
      "exports_avg_3y_usd": 25430465.807435725,
      "exports_avg_5y_usd": 18840240.396840148,
      "exports_avg_10y_usd": 13892208.157625128,
      "exports_cagr_3y_pct": 44.394323186384675,
      "exports_cagr_5y_pct": 31.353466596493874,
      "exports_cagr_10y_pct": 6.0191701505617035,
      "exports_historical_peak_usd": 27814772.883635785,
      "buyer_imports_latest_observed_usd": 251365805.81495887,
      "historical_peak_year": 2024,
      "positive_growth_year_share_pct": 52,
      "trend_acceleration_pct": 38.37515303582297,
      "trend_label": "Rapid growth",
      "buyer_yoy_latest_pct": 1.2854,
      "buyer_yoy_all_avg_pct": 6.912,
      "buyer_trend_consistency_pct": 65.5172,
      "market_share_latest_pct": 11.065456096328166,
      "market_share_change_1y_pp": 1.2934224753780548,
      "peer_best_share_pct": 31.752983199894793,
      "peer_top_exporter": "DEU",
      "supplier_count_latest": 55,
      "buyer_market_hhi": 1536.28,
      "distance_km": 173.03326416015625,
      "has_reported_fta": 1,
      "applied_tariff_pct": 0,
      "tariff_advantage_pp": 0,
      "volatility_cv": 0.40609360836367847,
      "max_drawdown_pct": 65.59494652614578,
      "attention_level": "Stable",
      "primary_risk_reason": "No material risk condition is currently identified",
      "risk_driver_labels": [],
      "signal_flag": "Growing",
      "confidence_label": "High",
      "refreshed_at": "2026-07-20T09:30:25"
    },
    {
      "hs_code": "850710",
      "corridor_rank": 96,
      "exporter_iso3": "BRA",
      "importer_iso3": "PRY",
      "latest_data_year": 2024,
      "lane_data_years": 30,
      "exports_latest_observed_usd": 27776011.03716146,
      "exports_all_year_avg_usd": 11064527.623646135,
      "exports_avg_3y_usd": 23967193.313025158,
      "exports_avg_5y_usd": 22123083.052679338,
      "exports_avg_10y_usd": 19018813.663254313,
      "exports_cagr_3y_pct": 7.039066715568421,
      "exports_cagr_5y_pct": 13.917249670231646,
      "exports_cagr_10y_pct": 7.34130977700167,
      "exports_historical_peak_usd": 27776011.03716146,
      "buyer_imports_latest_observed_usd": 39985376.58007156,
      "historical_peak_year": 2024,
      "positive_growth_year_share_pct": 65.51724137931035,
      "trend_acceleration_pct": -0.3022430614332494,
      "trend_label": "Growing",
      "buyer_yoy_latest_pct": 26.9738,
      "buyer_yoy_all_avg_pct": 11.0724,
      "buyer_trend_consistency_pct": 58.6207,
      "market_share_latest_pct": 69.46542314423226,
      "market_share_change_1y_pp": -0.649052188870229,
      "peer_best_share_pct": 69.46542314423226,
      "peer_top_exporter": "BRA",
      "supplier_count_latest": 26,
      "buyer_market_hhi": 5146.48,
      "distance_km": 1134.6488037109375,
      "has_reported_fta": 1,
      "applied_tariff_pct": 0.14348130417575758,
      "tariff_advantage_pp": 0.11915894904848486,
      "volatility_cv": 0.6795766640914325,
      "max_drawdown_pct": 46.32459625631199,
      "attention_level": "High attention",
      "primary_risk_reason": "The buyer market is concentrated among relatively few suppliers",
      "risk_driver_labels": [
        "concentrated_buyer_market",
        "dominant_supplier"
      ],
      "signal_flag": "Growing",
      "confidence_label": "High",
      "refreshed_at": "2026-07-20T09:30:25"
    },
    {
      "hs_code": "850710",
      "corridor_rank": 97,
      "exporter_iso3": "AUT",
      "importer_iso3": "FRA",
      "latest_data_year": 2024,
      "lane_data_years": 30,
      "exports_latest_observed_usd": 26085471.360137887,
      "exports_all_year_avg_usd": 16809708.642331306,
      "exports_avg_3y_usd": 23287526.344533253,
      "exports_avg_5y_usd": 23908414.067651045,
      "exports_avg_10y_usd": 24617356.27863792,
      "exports_cagr_3y_pct": -0.14618750116400792,
      "exports_cagr_5y_pct": 2.112391726387819,
      "exports_cagr_10y_pct": 2.5767900341302274,
      "exports_historical_peak_usd": 28347693.393028155,
      "buyer_imports_latest_observed_usd": 874583141.0747579,
      "historical_peak_year": 2013,
      "positive_growth_year_share_pct": 62.06896551724138,
      "trend_acceleration_pct": -2.7229775352942354,
      "trend_label": "Stable",
      "buyer_yoy_latest_pct": 4.3107,
      "buyer_yoy_all_avg_pct": 8.4002,
      "buyer_trend_consistency_pct": 72.4138,
      "market_share_latest_pct": 2.982617676357443,
      "market_share_change_1y_pp": -0.3740110140248416,
      "peer_best_share_pct": 25.766289860999812,
      "peer_top_exporter": "ESP",
      "supplier_count_latest": 68,
      "buyer_market_hhi": 1370.52,
      "distance_km": 1035.1436767578125,
      "has_reported_fta": 1,
      "applied_tariff_pct": 0.03752397506868688,
      "tariff_advantage_pp": 0.03752397506868688,
      "volatility_cv": 0.5453703937064319,
      "max_drawdown_pct": 47.44752289171075,
      "attention_level": "Stable",
      "primary_risk_reason": "No material risk condition is currently identified",
      "risk_driver_labels": [],
      "signal_flag": "Growing",
      "confidence_label": "High",
      "refreshed_at": "2026-07-20T09:30:25"
    },
    {
      "hs_code": "850710",
      "corridor_rank": 98,
      "exporter_iso3": "DEU",
      "importer_iso3": "TUR",
      "latest_data_year": 2024,
      "lane_data_years": 30,
      "exports_latest_observed_usd": 25880978.363589656,
      "exports_all_year_avg_usd": 7727594.305562233,
      "exports_avg_3y_usd": 20825739.112558264,
      "exports_avg_5y_usd": 18557426.719525505,
      "exports_avg_10y_usd": 16935030.58226616,
      "exports_cagr_3y_pct": 13.889114651049074,
      "exports_cagr_5y_pct": 8.115638543455738,
      "exports_cagr_10y_pct": 5.4959794685842445,
      "exports_historical_peak_usd": 25880978.363589656,
      "buyer_imports_latest_observed_usd": 150361471.33738655,
      "historical_peak_year": 2024,
      "positive_growth_year_share_pct": 62.06896551724138,
      "trend_acceleration_pct": 8.393135182464828,
      "trend_label": "Rapid growth",
      "buyer_yoy_latest_pct": 1.1136,
      "buyer_yoy_all_avg_pct": 19.4973,
      "buyer_trend_consistency_pct": 65.5172,
      "market_share_latest_pct": 17.21250672355884,
      "market_share_change_1y_pp": 2.834803747122553,
      "peer_best_share_pct": 32.696565082247396,
      "peer_top_exporter": "ESP",
      "supplier_count_latest": 53,
      "buyer_market_hhi": 1709.04,
      "distance_km": 2038.332275390625,
      "has_reported_fta": 1,
      "applied_tariff_pct": 0.07906258743100822,
      "tariff_advantage_pp": 0.07065210535228808,
      "volatility_cv": 1.0165445698744464,
      "max_drawdown_pct": 76.08805655576293,
      "attention_level": "Watch",
      "primary_risk_reason": "Trade has varied substantially across reported years",
      "risk_driver_labels": [
        "high_volatility"
      ],
      "signal_flag": "Accelerating",
      "confidence_label": "High",
      "refreshed_at": "2026-07-20T09:30:25"
    },
    {
      "hs_code": "850710",
      "corridor_rank": 99,
      "exporter_iso3": "CHN",
      "importer_iso3": "CAN",
      "latest_data_year": 2024,
      "lane_data_years": 30,
      "exports_latest_observed_usd": 25738127.87280831,
      "exports_all_year_avg_usd": 7041108.269920626,
      "exports_avg_3y_usd": 25148166.662834305,
      "exports_avg_5y_usd": 22606580.627297543,
      "exports_avg_10y_usd": 15602959.683800677,
      "exports_cagr_3y_pct": 3.3631614083559525,
      "exports_cagr_5y_pct": 11.776763672824963,
      "exports_cagr_10y_pct": 14.885223529929693,
      "exports_historical_peak_usd": 28670966.568653133,
      "buyer_imports_latest_observed_usd": 609383737.6422801,
      "historical_peak_year": 2022,
      "positive_growth_year_share_pct": 65.51724137931035,
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      "trend_label": "Growing",
      "buyer_yoy_latest_pct": 8.2286,
      "buyer_yoy_all_avg_pct": 6.1627,
      "buyer_trend_consistency_pct": 68.9655,
      "market_share_latest_pct": 4.223632217753256,
      "market_share_change_1y_pp": 0.48767214080508925,
      "peer_best_share_pct": 63.934197747438894,
      "peer_top_exporter": "USA",
      "supplier_count_latest": 43,
      "buyer_market_hhi": 4387.24,
      "distance_km": 10598.318359375,
      "has_reported_fta": 0,
      "applied_tariff_pct": 0.052512962910909095,
      "tariff_advantage_pp": 0.03372032864424244,
      "volatility_cv": 1.1293431926173834,
      "max_drawdown_pct": 68.06488440185147,
      "attention_level": "High attention",
      "primary_risk_reason": "Trade has varied substantially across reported years",
      "risk_driver_labels": [
        "high_volatility",
        "concentrated_buyer_market",
        "dominant_supplier",
        "long_distance_without_fta"
      ],
      "signal_flag": "Accelerating",
      "confidence_label": "High",
      "refreshed_at": "2026-07-20T09:30:25"
    },
    {
      "hs_code": "850710",
      "corridor_rank": 100,
      "exporter_iso3": "DEU",
      "importer_iso3": "CHN",
      "latest_data_year": 2024,
      "lane_data_years": 30,
      "exports_latest_observed_usd": 25631028.299024712,
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      "exports_avg_3y_usd": 28737561.15572748,
      "exports_avg_5y_usd": 40446838.95254743,
      "exports_avg_10y_usd": 76234086.98051941,
      "exports_cagr_3y_pct": -26.40941309407299,
      "exports_cagr_5y_pct": -12.431266513967254,
      "exports_cagr_10y_pct": -16.86257319297364,
      "exports_historical_peak_usd": 162480125.24584773,
      "buyer_imports_latest_observed_usd": 35749321.791387774,
      "historical_peak_year": 2014,
      "positive_growth_year_share_pct": 68.96551724137932,
      "trend_acceleration_pct": -9.546839901099347,
      "trend_label": "Rapid decline",
      "buyer_yoy_latest_pct": 2.7284,
      "buyer_yoy_all_avg_pct": 16.9095,
      "buyer_trend_consistency_pct": 55.1724,
      "market_share_latest_pct": 71.6965441990549,
      "market_share_change_1y_pp": 2.1392406287111925,
      "peer_best_share_pct": 71.69654419905494,
      "peer_top_exporter": "DEU",
      "supplier_count_latest": 43,
      "buyer_market_hhi": 5230.89,
      "distance_km": 7785.341796875,
      "has_reported_fta": 0,
      "applied_tariff_pct": 0.29912295578395065,
      "tariff_advantage_pp": null,
      "volatility_cv": 1.2869140856803307,
      "max_drawdown_pct": 85.10227553143483,
      "attention_level": "Critical attention",
      "primary_risk_reason": "Current trade remains more than 50% below its historical peak",
      "risk_driver_labels": [
        "high_volatility",
        "unrecovered_drawdown",
        "concentrated_buyer_market",
        "dominant_supplier",
        "long_distance_without_fta"
      ],
      "signal_flag": "Accelerating",
      "confidence_label": "High",
      "refreshed_at": "2026-07-20T09:30:25"
    },
    {
      "hs_code": "850720",
      "corridor_rank": 1,
      "exporter_iso3": "VNM",
      "importer_iso3": "USA",
      "latest_data_year": 2024,
      "lane_data_years": 26,
      "exports_latest_observed_usd": 287994735.5782826,
      "exports_all_year_avg_usd": 76408417.92491616,
      "exports_avg_3y_usd": 276558917.0171376,
      "exports_avg_5y_usd": 252165652.69257537,
      "exports_avg_10y_usd": 169316389.9927879,
      "exports_cagr_3y_pct": 7.634273072894526,
      "exports_cagr_5y_pct": 11.606383587009073,
      "exports_cagr_10y_pct": 14.55214196317991,
      "exports_historical_peak_usd": 315988322.2810974,
      "buyer_imports_latest_observed_usd": 1092323340.1594734,
      "historical_peak_year": 2022,
      "positive_growth_year_share_pct": 84,
      "trend_acceleration_pct": -6.9178688902853835,
      "trend_label": "Growing",
      "buyer_yoy_latest_pct": 6.791,
      "buyer_yoy_all_avg_pct": 8.1374,
      "buyer_trend_consistency_pct": 75.8621,
      "market_share_latest_pct": 26.36533753240473,
      "market_share_change_1y_pp": 4.300399479927442,
      "peer_best_share_pct": 26.365337532404727,
      "peer_top_exporter": "VNM",
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      "buyer_market_hhi": 1515.33,
      "distance_km": 13159.259765625,
      "has_reported_fta": 0,
      "applied_tariff_pct": 0.045268132218115945,
      "tariff_advantage_pp": null,
      "volatility_cv": 1.2474485419903325,
      "max_drawdown_pct": 64.13705880059588,
      "attention_level": "High attention",
      "primary_risk_reason": "Trade has varied substantially across reported years",
      "risk_driver_labels": [
        "high_volatility",
        "long_distance_without_fta"
      ],
      "signal_flag": "Accelerating",
      "confidence_label": "High",
      "refreshed_at": "2026-07-20T09:30:25"
    },
    {
      "hs_code": "850720",
      "corridor_rank": 2,
      "exporter_iso3": "MEX",
      "importer_iso3": "USA",
      "latest_data_year": 2024,
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      "exports_latest_observed_usd": 261573324.2843567,
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      "exports_avg_5y_usd": 255150881.80610925,
      "exports_avg_10y_usd": 244825295.38353515,
      "exports_cagr_3y_pct": 0.40097888057828435,
      "exports_cagr_5y_pct": 2.120250970865123,
      "exports_cagr_10y_pct": -0.5085691315463547,
      "exports_historical_peak_usd": 277296251.7763852,
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      "positive_growth_year_share_pct": 62.06896551724138,
      "trend_acceleration_pct": 0.9095480121246391,
      "trend_label": "Stable",
      "buyer_yoy_latest_pct": 6.791,
      "buyer_yoy_all_avg_pct": 8.1374,
      "buyer_trend_consistency_pct": 75.8621,
      "market_share_latest_pct": 23.946510585974337,
      "market_share_change_1y_pp": -3.163350266114705,
      "peer_best_share_pct": 26.365337532404727,
      "peer_top_exporter": "VNM",
      "supplier_count_latest": 72,
      "buyer_market_hhi": 1515.33,
      "distance_km": 3369.052734375,
      "has_reported_fta": 1,
      "applied_tariff_pct": 0.03143133432052091,
      "tariff_advantage_pp": 0.03835359202106465,
      "volatility_cv": 0.5601250743907558,
      "max_drawdown_pct": 44.5128119078667,
      "attention_level": "Stable",
      "primary_risk_reason": "No material risk condition is currently identified",
      "risk_driver_labels": [],
      "signal_flag": "Growing",
      "confidence_label": "High",
      "refreshed_at": "2026-07-20T09:30:25"
    },
    {
      "hs_code": "850720",
      "corridor_rank": 3,
      "exporter_iso3": "USA",
      "importer_iso3": "CAN",
      "latest_data_year": 2024,
      "lane_data_years": 30,
      "exports_latest_observed_usd": 212087266.60251224,
      "exports_all_year_avg_usd": 148680366.62672776,
      "exports_avg_3y_usd": 224940398.88560048,
      "exports_avg_5y_usd": 214993371.5742941,
      "exports_avg_10y_usd": 221837050.65960693,
      "exports_cagr_3y_pct": -0.6710280227730681,
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