{
  "pageType": "HS4 subsector trade overview",
  "source": "api",
  "title": "Manganese ores and concentrates, including ferruginous manganese ores... (HS4 2602) Trade Overview | Yugalinks",
  "description": "Review reported global trade for manganese ores and concentrates, including ferruginous manganese ores... at HS4 2602, including scale, trend, corridors, countries, and the HS6 products within this subsector.",
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  "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)",
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    "dataflowUrl": "https://sdmx.oecd.org/sti-public/rest/dataflow/OECD.SDD.TPS/DSD_BIMTS_6D@DF_BIMTS_HS2017_6D/1.0",
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    "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.",
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        "licenseUrl": "https://www.etalab.gouv.fr/wp-content/uploads/2018/11/open-licence.pdf",
        "license": "Etalab 2.0 Open Licence",
        "accessed": "2026-08-27"
      }
    ]
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  "subsector": {
    "hs4": "2602",
    "name": "Manganese ores and concentrates, including ferruginous manganese ores..."
  },
  "coverage": {
    "firstDataYear": 1995,
    "latestDataYear": 2024,
    "yearsWithData": 30,
    "refreshedAt": "2026-07-20 09:34:09"
  },
  "answer": "The manganese ores and concentrates, including ferruginous manganese ores... subsector recorded $7.1B in reported global trade in 2024, with +1.9% annual change.",
  "keyFigures": {
    "latestTradeUsd": 7133826290.429018,
    "latestAnnualChangePct": 1.8647229096870888,
    "activeExporters": 99,
    "activeImporters": 128,
    "activeHs6Products": 1
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  "growthAndStructure": {
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    "tradeCagr5yPct": 0.18753687877304248,
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    "historicalPeakYear": 2018,
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    "exporterConcentrationHhi": 3442.141399522262,
    "importerConcentrationHhi": 3145.292517900256,
    "tradeVolatilityCv": 0.7660439980463403
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  "products": [
    {
      "hs_code": "260200",
      "product_name": "Manganese ores and concentrates, including ferruginous manganese ores and concentrates with a manganese content of 20% or more, calculated on the dry weight"
    }
  ],
  "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."
  }
}