{
  "dataset": "Global Import-Export HS4 Overview (1995-2024)",
  "description": "An HS4 product-category overview with recent and historical trade values, growth, peak comparisons, concentration, volatility, and active trading counts.",
  "coverage": "1995-2024 annual observations where available",
  "rowMeaning": "one HS4 product category",
  "includes": [
    "Latest value and multi-year averages",
    "Growth rates and historical peak comparisons",
    "Active corridors, exporters, importers, and HS6 products"
  ],
  "metricDefinitions": [
    "HS4 is a four-digit Harmonized System product group.",
    "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.",
    "Count fields report the number of items named in the field, such as products, partners, or routes.",
    "Values ending in pct are percentages."
  ],
  "columns": [
    "hs4",
    "first_data_year",
    "latest_data_year",
    "years_with_data",
    "latest_trade_usd",
    "trade_avg_3y_usd",
    "trade_avg_5y_usd",
    "trade_avg_10y_usd",
    "trade_cagr_3y_pct",
    "trade_cagr_5y_pct",
    "trade_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",
    "exporter_concentration_hhi",
    "importer_concentration_hhi",
    "trade_volatility_cv",
    "active_corridor_count",
    "active_exporter_count",
    "active_importer_count",
    "active_hs6_count",
    "refreshed_at"
  ],
  "columnTypes": {
    "hs4": "string",
    "first_data_year": "uint16",
    "latest_data_year": "uint16",
    "years_with_data": "uint16",
    "latest_trade_usd": "float64",
    "trade_avg_3y_usd": "float64",
    "trade_avg_5y_usd": "float64",
    "trade_avg_10y_usd": "float64",
    "trade_cagr_3y_pct": "float64",
    "trade_cagr_5y_pct": "float64",
    "trade_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",
    "exporter_concentration_hhi": "float64",
    "importer_concentration_hhi": "float64",
    "trade_volatility_cv": "float64",
    "active_corridor_count": "uint64",
    "active_exporter_count": "uint16",
    "active_importer_count": "uint16",
    "active_hs6_count": "uint64",
    "refreshed_at": "timestamp[ms, tz=UTC]"
  },
  "rows": [
    {
      "hs4": "0101",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 30,
      "latest_trade_usd": 3794067917.097307,
      "trade_avg_3y_usd": 3662242904.9689803,
      "trade_avg_5y_usd": 3544959695.8105226,
      "trade_avg_10y_usd": 3213288023.2651877,
      "trade_cagr_3y_pct": 1.3671803720264775,
      "trade_cagr_5y_pct": 2.8326503140732484,
      "trade_cagr_10y_pct": 3.56191731981228,
      "historical_peak_usd": 3794067917.097307,
      "historical_peak_year": 2024,
      "latest_below_peak_pct": 0,
      "yoy_growth_latest_pct": -3.8201249215412343,
      "positive_growth_year_share_pct": 72.41379310344827,
      "trend_acceleration_pct": -2.1947369477858025,
      "trend_label": "Stable",
      "exporter_concentration_hhi": 1725.2320259458816,
      "importer_concentration_hhi": 1473.104489551211,
      "trade_volatility_cv": 0.3290284815503152,
      "active_corridor_count": 1687,
      "active_exporter_count": 132,
      "active_importer_count": 165,
      "active_hs6_count": 4,
      "refreshed_at": "2026-07-20T09:34:09"
    },
    {
      "hs4": "0102",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 30,
      "latest_trade_usd": 11750315662.188723,
      "trade_avg_3y_usd": 10855120613.103605,
      "trade_avg_5y_usd": 10350064330.819614,
      "trade_avg_10y_usd": 9738456221.16509,
      "trade_cagr_3y_pct": 6.350792413709216,
      "trade_cagr_5y_pct": 4.079125075656043,
      "trade_cagr_10y_pct": 1.763570496757949,
      "historical_peak_usd": 11750315662.188723,
      "historical_peak_year": 2024,
      "latest_below_peak_pct": 0,
      "yoy_growth_latest_pct": 4.880746353639928,
      "positive_growth_year_share_pct": 72.41379310344827,
      "trend_acceleration_pct": 4.587221916951267,
      "trend_label": "Growing",
      "exporter_concentration_hhi": 3275.627329712033,
      "importer_concentration_hhi": 3284.7397301365463,
      "trade_volatility_cv": 0.3583262128153304,
      "active_corridor_count": 1124,
      "active_exporter_count": 136,
      "active_importer_count": 162,
      "active_hs6_count": 5,
      "refreshed_at": "2026-07-20T09:34:09"
    },
    {
      "hs4": "0103",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 30,
      "latest_trade_usd": 5175170450.100405,
      "trade_avg_3y_usd": 4659743789.198145,
      "trade_avg_5y_usd": 4487030849.834817,
      "trade_avg_10y_usd": 4324221922.700495,
      "trade_cagr_3y_pct": 9.805956002659633,
      "trade_cagr_5y_pct": 3.822495612957688,
      "trade_cagr_10y_pct": 0.1931860981605027,
      "historical_peak_usd": 5257878562.66874,
      "historical_peak_year": 2013,
      "latest_below_peak_pct": 1.5730320048767996,
      "yoy_growth_latest_pct": -0.9844868148692231,
      "positive_growth_year_share_pct": 68.96551724137932,
      "trend_acceleration_pct": 9.61276990449913,
      "trend_label": "Growing",
      "exporter_concentration_hhi": 2317.830384268056,
      "importer_concentration_hhi": 1424.3008888046468,
      "trade_volatility_cv": 0.4214986025815637,
      "active_corridor_count": 580,
      "active_exporter_count": 84,
      "active_importer_count": 131,
      "active_hs6_count": 3,
      "refreshed_at": "2026-07-20T09:34:09"
    },
    {
      "hs4": "0104",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 30,
      "latest_trade_usd": 2542799281.579771,
      "trade_avg_3y_usd": 2564991609.7908025,
      "trade_avg_5y_usd": 2328319896.2826853,
      "trade_avg_10y_usd": 2120684785.360022,
      "trade_cagr_3y_pct": 5.9535637169037425,
      "trade_cagr_5y_pct": 5.794894422961172,
      "trade_cagr_10y_pct": 2.4814392174570044,
      "historical_peak_usd": 2845806792.446989,
      "historical_peak_year": 2023,
      "latest_below_peak_pct": 10.647508174884727,
      "yoy_growth_latest_pct": -11.071464759564066,
      "positive_growth_year_share_pct": 55.172413793103445,
      "trend_acceleration_pct": 3.472124499446738,
      "trend_label": "Growing",
      "exporter_concentration_hhi": 1812.3112426269772,
      "importer_concentration_hhi": 2504.143729990297,
      "trade_volatility_cv": 0.3832036535960044,
      "active_corridor_count": 646,
      "active_exporter_count": 113,
      "active_importer_count": 146,
      "active_hs6_count": 2,
      "refreshed_at": "2026-07-20T09:34:09"
    },
    {
      "hs4": "0105",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 30,
      "latest_trade_usd": 3914258442.2185225,
      "trade_avg_3y_usd": 3832689590.913258,
      "trade_avg_5y_usd": 3587771155.595585,
      "trade_avg_10y_usd": 3352120526.0520887,
      "trade_cagr_3y_pct": 4.770501813647576,
      "trade_cagr_5y_pct": 4.072271035483177,
      "trade_cagr_10y_pct": 1.838027531217401,
      "historical_peak_usd": 3965772616.9269614,
      "historical_peak_year": 2023,
      "latest_below_peak_pct": 1.2989694489432606,
      "yoy_growth_latest_pct": -12.357900650431812,
      "positive_growth_year_share_pct": 62.06896551724138,
      "trend_acceleration_pct": 2.9324742824301753,
      "trend_label": "Growing",
      "exporter_concentration_hhi": 2104.3733864330575,
      "importer_concentration_hhi": 2075.535770032629,
      "trade_volatility_cv": 0.47840060455203504,
      "active_corridor_count": 1260,
      "active_exporter_count": 125,
      "active_importer_count": 193,
      "active_hs6_count": 7,
      "refreshed_at": "2026-07-20T09:34:09"
    },
    {
      "hs4": "0106",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 30,
      "latest_trade_usd": 1665956338.731939,
      "trade_avg_3y_usd": 1780617906.2887402,
      "trade_avg_5y_usd": 1719980852.124691,
      "trade_avg_10y_usd": 1545724901.5628762,
      "trade_cagr_3y_pct": -3.520986867409037,
      "trade_cagr_5y_pct": 3.513430496788361,
      "trade_cagr_10y_pct": 1.4558710895191007,
      "historical_peak_usd": 1872206823.815367,
      "historical_peak_year": 2022,
      "latest_below_peak_pct": 11.016436990818697,
      "yoy_growth_latest_pct": 12.752377472526652,
      "positive_growth_year_share_pct": 79.3103448275862,
      "trend_acceleration_pct": -4.9768579569281375,
      "trend_label": "Declining",
      "exporter_concentration_hhi": 1965.6376283685834,
      "importer_concentration_hhi": 2072.2029920588207,
      "trade_volatility_cv": 0.511166302095974,
      "active_corridor_count": 5000,
      "active_exporter_count": 182,
      "active_importer_count": 191,
      "active_hs6_count": 13,
      "refreshed_at": "2026-07-20T09:34:09"
    },
    {
      "hs4": "0201",
      "first_data_year": 1995,
      "latest_data_year": 2024,
      "years_with_data": 30,
      "latest_trade_usd": 33086353525.47909,
      "trade_avg_3y_usd": 30922579831.68166,
      "trade_avg_5y_usd": 28792242430.953796,
      "trade_avg_10y_usd": 25575259462.05011,
      "trade_cagr_3y_pct": 5.4666156348285755,
      "trade_cagr_5y_pct": 6.910768525897937,
      "trade_cagr_10y_pct": 4.025516837944498,
      "historical_peak_usd": 33086353525.47909,
      "historical_peak_year": 2024,
      "latest_below_peak_pct": 0,
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      "positive_growth_year_share_pct": 68.96551724137932,
      "trend_acceleration_pct": 1.4410987968840772,
      "trend_label": "Growing",
      "exporter_concentration_hhi": 858.2239996197428,
      "importer_concentration_hhi": 796.6029404826141,
      "trade_volatility_cv": 0.43092872970607254,
      "active_corridor_count": 2111,
      "active_exporter_count": 135,
      "active_importer_count": 191,
      "active_hs6_count": 3,
      "refreshed_at": "2026-07-20T09:34:09"
    },
    {
      "hs4": "0202",
      "first_data_year": 1995,
      "latest_data_year": 2024,
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      "latest_trade_usd": 36209760180.88974,
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      "trade_avg_5y_usd": 32659865680.595814,
      "trade_avg_10y_usd": 27566116874.95344,
      "trade_cagr_3y_pct": 6.009926257472409,
      "trade_cagr_5y_pct": 6.24003637045123,
      "trade_cagr_10y_pct": 4.547838420689643,
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      "trend_label": "Growing",
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      "active_corridor_count": 2857,
      "active_exporter_count": 138,
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      "refreshed_at": "2026-07-20T09:34:09"
    },
    {
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      "active_corridor_count": 2551,
      "active_exporter_count": 132,
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      "active_hs6_count": 6,
      "refreshed_at": "2026-07-20T09:34:09"
    },
    {
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      "active_corridor_count": 1969,
      "active_exporter_count": 124,
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      "refreshed_at": "2026-07-20T09:34:09"
    },
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    },
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      "importer_concentration_hhi": 1663.0572311315136,
      "trade_volatility_cv": 0.4847360160023242,
      "active_corridor_count": 3703,
      "active_exporter_count": 156,
      "active_importer_count": 200,
      "active_hs6_count": 19,
      "refreshed_at": "2026-07-20T09:34:09"
    },
    {
      "hs4": "0208",
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      "latest_data_year": 2024,
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      "trade_avg_5y_usd": 716609724.4397558,
      "trade_avg_10y_usd": 754359148.9506178,
      "trade_cagr_3y_pct": 4.177550955970033,
      "trade_cagr_5y_pct": -0.29465413301721366,
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      "historical_peak_year": 2008,
      "latest_below_peak_pct": 28.81435589788333,
      "yoy_growth_latest_pct": -7.7592674010178575,
      "positive_growth_year_share_pct": 62.06896551724138,
      "trend_acceleration_pct": 6.241394064578099,
      "trend_label": "Growing",
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      "importer_concentration_hhi": 1969.9180274215748,
      "trade_volatility_cv": 0.20252208739521302,
      "active_corridor_count": 1271,
      "active_exporter_count": 112,
      "active_importer_count": 174,
      "active_hs6_count": 6,
      "refreshed_at": "2026-07-20T09:34:09"
    },
    {
      "hs4": "0209",
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