{
  "dataset": "Global Import-Export Top HS4 Routes (1995-2024)",
  "description": "Ranked exporter-importer routes for HS4 product groups, with trade history, growth, peak comparisons, and available tariff and distance context.",
  "coverage": "1995-2024 annual observations where available",
  "rowMeaning": "one ranked exporter-importer route within an HS4 product group",
  "includes": [
    "Route ranking and latest export values",
    "Multi-year growth and historical peak measures",
    "Distance, reported trade-agreement, and tariff indicators"
  ],
  "metricDefinitions": [
    "HS4 is a four-digit Harmonized System product group.",
    "CAGR is the compound annual growth rate across a multi-year period.",
    "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.",
    "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."
  ],
  "columns": [
    "hs4",
    "corridor_rank",
    "exporter_iso3",
    "importer_iso3",
    "first_data_year",
    "latest_data_year",
    "years_with_data",
    "exports_latest_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",
    "historical_peak_usd",
    "historical_peak_year",
    "latest_below_peak_pct",
    "yoy_growth_latest_pct",
    "positive_growth_year_share_pct",
    "trend_acceleration_pct",
    "trend_label",
    "active_hs6_count",
    "access_data_year",
    "distance_km",
    "has_reported_fta",
    "applied_tariff_pct",
    "mfn_tariff_pct",
    "preferential_tariff_pct",
    "tariff_advantage_pp",
    "refreshed_at"
  ],
  "columnTypes": {
    "hs4": "string",
    "corridor_rank": "uint16",
    "exporter_iso3": "string",
    "importer_iso3": "string",
    "first_data_year": "uint16",
    "latest_data_year": "uint16",
    "years_with_data": "uint16",
    "exports_latest_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",
    "historical_peak_usd": "float64",
    "historical_peak_year": "uint16",
    "latest_below_peak_pct": "float64",
    "yoy_growth_latest_pct": "float64",
    "positive_growth_year_share_pct": "float64",
    "trend_acceleration_pct": "float64",
    "trend_label": "string",
    "active_hs6_count": "uint64",
    "access_data_year": "uint16",
    "distance_km": "float64",
    "has_reported_fta": "uint8",
    "applied_tariff_pct": "float64",
    "mfn_tariff_pct": "float64",
    "preferential_tariff_pct": "float64",
    "tariff_advantage_pp": "float64",
    "refreshed_at": "timestamp[ms, tz=UTC]"
  },
  "rows": [
    {
      "hs4": "0101",
      "corridor_rank": 1,
      "exporter_iso3": "CHN",
      "importer_iso3": "HKG",
      "first_data_year": 2016,
      "latest_data_year": 2024,
      "years_with_data": 9,
      "exports_latest_usd": 573380053.8733537,
      "exports_avg_3y_usd": 507860015.9714803,
      "exports_avg_5y_usd": 517991158.5725564,
      "exports_avg_10y_usd": 351004430.4754888,
      "exports_cagr_3y_pct": -1.2069522222560303,
      "exports_cagr_5y_pct": 4.126070408330262,
      "exports_cagr_10y_pct": null,
      "historical_peak_usd": 594652747.8581151,
      "historical_peak_year": 2021,
      "latest_below_peak_pct": 3.5773304775574757,
      "yoy_growth_latest_pct": 17.690909121578848,
      "positive_growth_year_share_pct": 87.5,
      "trend_acceleration_pct": null,
      "trend_label": "Stable",
      "active_hs6_count": 1,
      "access_data_year": 2024,
      "distance_km": 1226,
      "has_reported_fta": 1,
      "applied_tariff_pct": 0,
      "mfn_tariff_pct": 0,
      "preferential_tariff_pct": null,
      "tariff_advantage_pp": null,
      "refreshed_at": "2026-07-20T09:37:48"
    },
    {
      "hs4": "0101",
      "corridor_rank": 2,
      "exporter_iso3": "IRL",
      "importer_iso3": "GBR",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 30,
      "exports_latest_usd": 339423370.1264507,
      "exports_avg_3y_usd": 393885433.14113456,
      "exports_avg_5y_usd": 369862346.3365169,
      "exports_avg_10y_usd": 339780095.5185944,
      "exports_cagr_3y_pct": -1.5209331335527043,
      "exports_cagr_5y_pct": 0.6733883481705449,
      "exports_cagr_10y_pct": 2.731593380830244,
      "historical_peak_usd": 422575307.8357259,
      "historical_peak_year": 2022,
      "latest_below_peak_pct": 19.67742463116186,
      "yoy_growth_latest_pct": -19.11897871779492,
      "positive_growth_year_share_pct": 51.724137931034484,
      "trend_acceleration_pct": -4.252526514382948,
      "trend_label": "Stable",
      "active_hs6_count": 4,
      "access_data_year": 2024,
      "distance_km": 463,
      "has_reported_fta": 1,
      "applied_tariff_pct": 0,
      "mfn_tariff_pct": 0,
      "preferential_tariff_pct": 0,
      "tariff_advantage_pp": 0,
      "refreshed_at": "2026-07-20T09:37:48"
    },
    {
      "hs4": "0101",
      "corridor_rank": 3,
      "exporter_iso3": "GBR",
      "importer_iso3": "IRL",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 30,
      "exports_latest_usd": 234967424.89088708,
      "exports_avg_3y_usd": 238286029.03400663,
      "exports_avg_5y_usd": 271017852.70268166,
      "exports_avg_10y_usd": 260320504.64753628,
      "exports_cagr_3y_pct": -11.164901227559131,
      "exports_cagr_5y_pct": -2.3435586936073616,
      "exports_cagr_10y_pct": -0.4168920423348377,
      "historical_peak_usd": 335161317.25366014,
      "historical_peak_year": 2021,
      "latest_below_peak_pct": 29.89422919797851,
      "yoy_growth_latest_pct": 14.053907173423429,
      "positive_growth_year_share_pct": 55.172413793103445,
      "trend_acceleration_pct": -10.748009185224294,
      "trend_label": "Rapid decline",
      "active_hs6_count": 4,
      "access_data_year": 2024,
      "distance_km": 463,
      "has_reported_fta": 1,
      "applied_tariff_pct": 0,
      "mfn_tariff_pct": 0.0007673828181818182,
      "preferential_tariff_pct": 0,
      "tariff_advantage_pp": 0.0007673828181818182,
      "refreshed_at": "2026-07-20T09:37:48"
    },
    {
      "hs4": "0101",
      "corridor_rank": 4,
      "exporter_iso3": "NLD",
      "importer_iso3": "USA",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 30,
      "exports_latest_usd": 216990032.61949596,
      "exports_avg_3y_usd": 191885845.649114,
      "exports_avg_5y_usd": 189690184.83895868,
      "exports_avg_10y_usd": 182560862.8996972,
      "exports_cagr_3y_pct": -1.033724134107572,
      "exports_cagr_5y_pct": 3.211453296877176,
      "exports_cagr_10y_pct": 3.419069652970208,
      "historical_peak_usd": 223860825.71240243,
      "historical_peak_year": 2021,
      "latest_below_peak_pct": 3.069225297030527,
      "yoy_growth_latest_pct": 22.685851901667764,
      "positive_growth_year_share_pct": 72.41379310344827,
      "trend_acceleration_pct": -4.4527937870777805,
      "trend_label": "Stable",
      "active_hs6_count": 2,
      "access_data_year": 2024,
      "distance_km": 5877,
      "has_reported_fta": 0,
      "applied_tariff_pct": 0.0467447546369697,
      "mfn_tariff_pct": 0.0467447546369697,
      "preferential_tariff_pct": null,
      "tariff_advantage_pp": null,
      "refreshed_at": "2026-07-20T09:37:48"
    },
    {
      "hs4": "0101",
      "corridor_rank": 5,
      "exporter_iso3": "DEU",
      "importer_iso3": "USA",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 30,
      "exports_latest_usd": 209899602.38630325,
      "exports_avg_3y_usd": 210844857.57454154,
      "exports_avg_5y_usd": 187976716.24831885,
      "exports_avg_10y_usd": 172367702.8161773,
      "exports_cagr_3y_pct": 4.074279442191298,
      "exports_cagr_5y_pct": 4.597426578529107,
      "exports_cagr_10y_pct": 7.886482815416929,
      "historical_peak_usd": 231757158.7634292,
      "historical_peak_year": 2022,
      "latest_below_peak_pct": 9.431232456313245,
      "yoy_growth_latest_pct": 9.965427964395657,
      "positive_growth_year_share_pct": 68.96551724137932,
      "trend_acceleration_pct": -3.812203373225631,
      "trend_label": "Growing",
      "active_hs6_count": 2,
      "access_data_year": 2024,
      "distance_km": 6402,
      "has_reported_fta": 0,
      "applied_tariff_pct": 0.04660416541625514,
      "mfn_tariff_pct": 0.04660416541625514,
      "preferential_tariff_pct": null,
      "tariff_advantage_pp": null,
      "refreshed_at": "2026-07-20T09:37:48"
    },
    {
      "hs4": "0101",
      "corridor_rank": 6,
      "exporter_iso3": "GBR",
      "importer_iso3": "USA",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 30,
      "exports_latest_usd": 99364724.06843665,
      "exports_avg_3y_usd": 85494483.22467282,
      "exports_avg_5y_usd": 68879748.43902747,
      "exports_avg_10y_usd": 56155294.0949624,
      "exports_cagr_3y_pct": 25.959333392226224,
      "exports_cagr_5y_pct": 19.109557583905445,
      "exports_cagr_10y_pct": 10.653889773587899,
      "historical_peak_usd": 119717312.9797806,
      "historical_peak_year": 2007,
      "latest_below_peak_pct": 17.000539357896677,
      "yoy_growth_latest_pct": 17.38006866426054,
      "positive_growth_year_share_pct": 51.724137931034484,
      "trend_acceleration_pct": 15.305443618638325,
      "trend_label": "Rapid growth",
      "active_hs6_count": 3,
      "access_data_year": 2024,
      "distance_km": 5585,
      "has_reported_fta": 0,
      "applied_tariff_pct": 0.04674475463696969,
      "mfn_tariff_pct": 0.04674475463696969,
      "preferential_tariff_pct": null,
      "tariff_advantage_pp": null,
      "refreshed_at": "2026-07-20T09:37:48"
    },
    {
      "hs4": "0101",
      "corridor_rank": 7,
      "exporter_iso3": "IRL",
      "importer_iso3": "USA",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 30,
      "exports_latest_usd": 94396841.3911932,
      "exports_avg_3y_usd": 76910148.37893856,
      "exports_avg_5y_usd": 75860980.37324384,
      "exports_avg_10y_usd": 58422375.514836036,
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      "exports_cagr_5y_pct": 14.6877048011965,
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      "historical_peak_year": 2024,
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      "positive_growth_year_share_pct": 58.62068965517241,
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      "trend_label": "Growing",
      "active_hs6_count": 3,
      "access_data_year": 2024,
      "distance_km": 5129,
      "has_reported_fta": 0,
      "applied_tariff_pct": 0.0467447546369697,
      "mfn_tariff_pct": 0.0467447546369697,
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    },
    {
      "hs4": "0101",
      "corridor_rank": 8,
      "exporter_iso3": "FRA",
      "importer_iso3": "GBR",
      "first_data_year": 1995,
      "latest_data_year": 2024,
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      "exports_avg_10y_usd": 72442270.07819103,
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      "exports_cagr_5y_pct": 3.441094460673333,
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      "trend_label": "Rapid growth",
      "active_hs6_count": 4,
      "access_data_year": 2024,
      "distance_km": 344,
      "has_reported_fta": 1,
      "applied_tariff_pct": 0,
      "mfn_tariff_pct": 0,
      "preferential_tariff_pct": 0,
      "tariff_advantage_pp": 0,
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    },
    {
      "hs4": "0101",
      "corridor_rank": 9,
      "exporter_iso3": "AUS",
      "importer_iso3": "HKG",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 30,
      "exports_latest_usd": 69609788.83210349,
      "exports_avg_3y_usd": 64794226.251966216,
      "exports_avg_5y_usd": 63566753.13048891,
      "exports_avg_10y_usd": 61238263.41887833,
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      "exports_cagr_5y_pct": 6.100017086558052,
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      "trend_label": "Growing",
      "active_hs6_count": 2,
      "access_data_year": 2024,
      "distance_km": 7391,
      "has_reported_fta": 1,
      "applied_tariff_pct": 0,
      "mfn_tariff_pct": 0,
      "preferential_tariff_pct": null,
      "tariff_advantage_pp": null,
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    },
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      "hs4": "0101",
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      "exporter_iso3": "HKG",
      "importer_iso3": "CHN",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 29,
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      "exports_avg_5y_usd": 50678071.836802855,
      "exports_avg_10y_usd": 33893812.69809562,
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      "distance_km": 1226,
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    },
    {
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      "trend_label": "Rapid growth",
      "active_hs6_count": 2,
      "access_data_year": 2024,
      "distance_km": 5904,
      "has_reported_fta": 0,
      "applied_tariff_pct": 0.0467447546369697,
      "mfn_tariff_pct": 0.0467447546369697,
      "preferential_tariff_pct": null,
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      "refreshed_at": "2026-07-20T09:37:48"
    },
    {
      "hs4": "0101",
      "corridor_rank": 13,
      "exporter_iso3": "USA",
      "importer_iso3": "JPN",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 30,
      "exports_latest_usd": 60373822.592531055,
      "exports_avg_3y_usd": 58027519.90051218,
      "exports_avg_5y_usd": 63401552.709830284,
      "exports_avg_10y_usd": 58563655.03623326,
      "exports_cagr_3y_pct": -10.207534762983816,
      "exports_cagr_5y_pct": -1.5611844050299473,
      "exports_cagr_10y_pct": 2.6254415006756515,
      "historical_peak_usd": 110985753.8915271,
      "historical_peak_year": 1995,
      "latest_below_peak_pct": 45.602187239690295,
      "yoy_growth_latest_pct": 20.53035387706892,
      "positive_growth_year_share_pct": 41.37931034482759,
      "trend_acceleration_pct": -12.832976263659468,
      "trend_label": "Rapid decline",
      "active_hs6_count": 3,
      "access_data_year": 2024,
      "distance_km": 10872,
      "has_reported_fta": 0,
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