{
  "pageType": "HS4 subsector trade overview",
  "source": "api",
  "title": "Bovine animals (HS4 0102) Trade Overview | Yugalinks",
  "description": "Review reported global trade for bovine animals at HS4 0102, including scale, trend, corridors, countries, and the HS6 products within this subsector.",
  "canonical": "https://www.yugalinks.com/trade/sector/hs4/0102",
  "publisher": {
    "name": "Yugalinks",
    "url": "https://www.yugalinks.com",
    "linkedin": "https://in.linkedin.com/company/yugalinks",
    "sameAs": [
      "https://in.linkedin.com/company/yugalinks"
    ]
  },
  "sourceAttribution": {
    "publisher": "OECD",
    "dataset": "Balanced international merchandise trade statistics (BIMTS) - HS2017-6D",
    "year": 2025,
    "citation": "OECD (2025), Balanced international merchandise trade statistics (BIMTS) - HS2017-6D, OECD Data Explorer (accessed on 2026-08-27)",
    "sourceUrl": "https://data-explorer.oecd.org/",
    "dataflowUrl": "https://sdmx.oecd.org/sti-public/rest/dataflow/OECD.SDD.TPS/DSD_BIMTS_6D@DF_BIMTS_HS2017_6D/1.0",
    "termsUrl": "https://www.oecd.org/termsandconditions/",
    "terms": "OECD Terms & Conditions",
    "accessed": "2026-08-27",
    "supportingSources": [
      {
        "publisher": "CEPII",
        "dataset": "BACI bilateral trade flows",
        "release": "202601",
        "citation": "Gaulier, G. and Zignago, S. (2010), BACI: International Trade Database at the Product-Level. The 1994-2007 Version, CEPII Working Paper No. 2010-23.",
        "sourceUrl": "https://www.cepii.fr/DATA_DOWNLOAD/baci/doc/baci_webpage.html",
        "datasetUrl": "https://www.cepii.fr/CEPII/en/bdd_modele/bdd_modele_item.asp?id=37",
        "licenseUrl": "https://www.etalab.gouv.fr/wp-content/uploads/2018/11/open-licence.pdf",
        "license": "Etalab 2.0 Open Licence",
        "accessed": "2026-08-27"
      }
    ]
  },
  "links": {
    "html": "https://www.yugalinks.com/trade/sector/hs4/0102/index.html",
    "markdown": "https://www.yugalinks.com/trade/sector/hs4/0102/index.md",
    "json": "https://www.yugalinks.com/trade/sector/hs4/0102/index.json",
    "jsonLd": "https://www.yugalinks.com/trade/sector/hs4/0102/index.ld.json",
    "linkedin": "https://in.linkedin.com/company/yugalinks"
  },
  "internalLinks": {
    "workspace": "https://www.yugalinks.com/app",
    "platform": "https://www.yugalinks.com/platform",
    "methodology": "https://www.yugalinks.com/methodology",
    "dataSources": "https://www.yugalinks.com/data-sources",
    "dataCoverage": "https://www.yugalinks.com/data-coverage",
    "responsibleAi": "https://www.yugalinks.com/responsible-ai"
  },
  "subsector": {
    "hs4": "0102",
    "name": "Bovine animals"
  },
  "coverage": {
    "firstDataYear": 1995,
    "latestDataYear": 2024,
    "yearsWithData": 30,
    "refreshedAt": "2026-07-20 09:34:09"
  },
  "answer": "The bovine animals subsector recorded $11.8B in reported global trade in 2024, with +4.9% annual change.",
  "keyFigures": {
    "latestTradeUsd": 11750315662.188723,
    "latestAnnualChangePct": 4.880746353639928,
    "activeExporters": 136,
    "activeImporters": 162,
    "activeHs6Products": 5
  },
  "growthAndStructure": {
    "trendLabel": "Growing",
    "tradeCagr3yPct": 6.350792413709216,
    "tradeCagr5yPct": 4.079125075656043,
    "historicalPeakUsd": 11750315662.188723,
    "historicalPeakYear": 2024,
    "positiveGrowthYearSharePct": 72.41379310344827,
    "exporterConcentrationHhi": 3275.627329712033,
    "importerConcentrationHhi": 3284.7397301365463,
    "tradeVolatilityCv": 0.3583262128153304
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  "annualRows": [
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      "year": 1995,
      "hs4": 102,
      "global_trade_usd": 4947369531.156364,
      "corridor_count": 688,
      "active_hs6_count": 5
    },
    {
      "year": 1996,
      "hs4": 102,
      "global_trade_usd": 4107785983.0959773,
      "corridor_count": 680,
      "active_hs6_count": 5
    },
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      "year": 1997,
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      "global_trade_usd": 3991926715.443999,
      "corridor_count": 666,
      "active_hs6_count": 5
    },
    {
      "year": 1998,
      "hs4": 102,
      "global_trade_usd": 4054578907.4307065,
      "corridor_count": 697,
      "active_hs6_count": 5
    },
    {
      "year": 1999,
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      "global_trade_usd": 4138830505.995034,
      "corridor_count": 731,
      "active_hs6_count": 5
    },
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      "year": 2000,
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      "global_trade_usd": 4070173374.8641834,
      "corridor_count": 714,
      "active_hs6_count": 5
    },
    {
      "year": 2001,
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      "global_trade_usd": 3633780017.9560184,
      "corridor_count": 670,
      "active_hs6_count": 5
    },
    {
      "year": 2002,
      "hs4": 102,
      "global_trade_usd": 4068268003.2545104,
      "corridor_count": 733,
      "active_hs6_count": 5
    },
    {
      "year": 2003,
      "hs4": 102,
      "global_trade_usd": 3930079802.1672773,
      "corridor_count": 696,
      "active_hs6_count": 5
    },
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      "year": 2004,
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      "global_trade_usd": 4112482247.287257,
      "corridor_count": 861,
      "active_hs6_count": 5
    },
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      "year": 2005,
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      "active_hs6_count": 5
    },
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      "year": 2006,
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      "global_trade_usd": 5947819053.878893,
      "corridor_count": 904,
      "active_hs6_count": 5
    },
    {
      "year": 2007,
      "hs4": 102,
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      "corridor_count": 958,
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    },
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      "year": 2008,
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      "active_hs6_count": 5
    },
    {
      "year": 2009,
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      "global_trade_usd": 6647386762.171421,
      "corridor_count": 915,
      "active_hs6_count": 5
    },
    {
      "year": 2010,
      "hs4": 102,
      "global_trade_usd": 7685804221.261383,
      "corridor_count": 995,
      "active_hs6_count": 5
    },
    {
      "year": 2011,
      "hs4": 102,
      "global_trade_usd": 8445815562.180249,
      "corridor_count": 1067,
      "active_hs6_count": 5
    },
    {
      "year": 2012,
      "hs4": 102,
      "global_trade_usd": 9326916940.681381,
      "corridor_count": 1051,
      "active_hs6_count": 5
    },
    {
      "year": 2013,
      "hs4": 102,
      "global_trade_usd": 8940981376.209604,
      "corridor_count": 1045,
      "active_hs6_count": 5
    },
    {
      "year": 2014,
      "hs4": 102,
      "global_trade_usd": 9865660596.8393,
      "corridor_count": 1125,
      "active_hs6_count": 5
    },
    {
      "year": 2015,
      "hs4": 102,
      "global_trade_usd": 8933396785.764458,
      "corridor_count": 1101,
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    },
    {
      "year": 2016,
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      "global_trade_usd": 8103811899.052505,
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      "active_hs6_count": 5
    },
    {
      "year": 2017,
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      "global_trade_usd": 8777750017.098953,
      "corridor_count": 1071,
      "active_hs6_count": 5
    },
    {
      "year": 2018,
      "hs4": 102,
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      "active_hs6_count": 5
    },
    {
      "year": 2019,
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    },
    {
      "year": 2020,
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      "global_trade_usd": 9416471906.623043,
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    },
    {
      "year": 2021,
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      "year": 2022,
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      "year": 2023,
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      "country_name": "Indonesia"
    },
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      "imports_usd": 379690119.3161955,
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      "export_partner_count": 46,
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      "trade_balance_usd": -316696454.68977404,
      "export_partner_count": 0,
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      "country_name": "Lebanon"
    },
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      "year": 2024,
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      "imports_usd": 258667192.68557268,
      "trade_balance_usd": -258560658.9444933,
      "export_partner_count": 3,
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      "active_hs6_count": 3,
      "country_name": "Egypt"
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  ],
  "products": [
    {
      "hs_code": "010210",
      "product_name": "Bovine animals: live, pure-bred breeding animals"
    },
    {
      "hs_code": "010221",
      "product_name": "Cattle: live, pure-bred breeding animals"
    },
    {
      "hs_code": "010229",
      "product_name": "Cattle: live, other than pure-bred breeding animals"
    },
    {
      "hs_code": "010231",
      "product_name": "Buffalo: live, pure-bred breeding animals"
    },
    {
      "hs_code": "010239",
      "product_name": "Buffalo: live, other than pure-bred breeding animals"
    },
    {
      "hs_code": "010290",
      "product_name": "Bovine animals: live, other than pure-bred breeding animals"
    }
  ],
  "methodology": {
    "reportedValues": "Merchandise trade observations aggregated to HS4.",
    "calculatedIndicators": "Growth, concentration, volatility, and peak comparisons calculated from reported observations.",
    "missingData": "Missing values remain unavailable and are not imputed."
  }
}