{
  "pageType": "HS4 subsector trade overview",
  "source": "api",
  "title": "Residues of starch manufacture and similar residues (HS4 2303) Trade Overview | Yugalinks",
  "description": "Review reported global trade for residues of starch manufacture and similar residues at HS4 2303, including scale, trend, corridors, countries, and the HS6 products within this subsector.",
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    "sameAs": [
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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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    "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",
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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"
      }
    ]
  },
  "links": {
    "html": "https://www.yugalinks.com/trade/sector/hs4/2303/index.html",
    "markdown": "https://www.yugalinks.com/trade/sector/hs4/2303/index.md",
    "json": "https://www.yugalinks.com/trade/sector/hs4/2303/index.json",
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  "internalLinks": {
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    "methodology": "https://www.yugalinks.com/methodology",
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  "subsector": {
    "hs4": "2303",
    "name": "Residues of starch manufacture and similar residues"
  },
  "coverage": {
    "firstDataYear": 1995,
    "latestDataYear": 2024,
    "yearsWithData": 30,
    "refreshedAt": "2026-07-20 09:34:09"
  },
  "answer": "The residues of starch manufacture and similar residues subsector recorded $6.6B in reported global trade in 2024, with -9.6% annual change.",
  "keyFigures": {
    "latestTradeUsd": 6591150247.956937,
    "latestAnnualChangePct": -9.611659358299478,
    "activeExporters": 118,
    "activeImporters": 152,
    "activeHs6Products": 3
  },
  "growthAndStructure": {
    "trendLabel": "Stable",
    "tradeCagr3yPct": 0.763903147794931,
    "tradeCagr5yPct": 5.031747406914522,
    "historicalPeakUsd": 7285439009.573606,
    "historicalPeakYear": 2022,
    "positiveGrowthYearSharePct": 65.51724137931035,
    "exporterConcentrationHhi": 3092.95059011985,
    "importerConcentrationHhi": 571.5028016131356,
    "tradeVolatilityCv": 0.6187509692029631
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  "annualRows": [
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      "year": 1995,
      "hs4": 2303,
      "global_trade_usd": 1619320135.0073001,
      "corridor_count": 588,
      "active_hs6_count": 3
    },
    {
      "year": 1996,
      "hs4": 2303,
      "global_trade_usd": 1471335018.8548927,
      "corridor_count": 591,
      "active_hs6_count": 3
    },
    {
      "year": 1997,
      "hs4": 2303,
      "global_trade_usd": 1208028947.642189,
      "corridor_count": 635,
      "active_hs6_count": 3
    },
    {
      "year": 1998,
      "hs4": 2303,
      "global_trade_usd": 1025674422.7258818,
      "corridor_count": 629,
      "active_hs6_count": 3
    },
    {
      "year": 1999,
      "hs4": 2303,
      "global_trade_usd": 995468830.3036335,
      "corridor_count": 692,
      "active_hs6_count": 3
    },
    {
      "year": 2000,
      "hs4": 2303,
      "global_trade_usd": 1036372991.5489342,
      "corridor_count": 771,
      "active_hs6_count": 3
    },
    {
      "year": 2001,
      "hs4": 2303,
      "global_trade_usd": 1081011548.0508409,
      "corridor_count": 785,
      "active_hs6_count": 3
    },
    {
      "year": 2002,
      "hs4": 2303,
      "global_trade_usd": 1054344330.6193775,
      "corridor_count": 767,
      "active_hs6_count": 3
    },
    {
      "year": 2003,
      "hs4": 2303,
      "global_trade_usd": 1178232866.6271608,
      "corridor_count": 781,
      "active_hs6_count": 3
    },
    {
      "year": 2004,
      "hs4": 2303,
      "global_trade_usd": 1313631069.3954206,
      "corridor_count": 826,
      "active_hs6_count": 3
    },
    {
      "year": 2005,
      "hs4": 2303,
      "global_trade_usd": 1286071172.7733748,
      "corridor_count": 889,
      "active_hs6_count": 3
    },
    {
      "year": 2006,
      "hs4": 2303,
      "global_trade_usd": 1455683641.7523992,
      "corridor_count": 928,
      "active_hs6_count": 3
    },
    {
      "year": 2007,
      "hs4": 2303,
      "global_trade_usd": 2084872646.5996368,
      "corridor_count": 967,
      "active_hs6_count": 3
    },
    {
      "year": 2008,
      "hs4": 2303,
      "global_trade_usd": 3261956123.6449285,
      "corridor_count": 1042,
      "active_hs6_count": 3
    },
    {
      "year": 2009,
      "hs4": 2303,
      "global_trade_usd": 2812793125.7432947,
      "corridor_count": 1100,
      "active_hs6_count": 3
    },
    {
      "year": 2010,
      "hs4": 2303,
      "global_trade_usd": 3743206373.455479,
      "corridor_count": 1082,
      "active_hs6_count": 3
    },
    {
      "year": 2011,
      "hs4": 2303,
      "global_trade_usd": 4501469111.837407,
      "corridor_count": 1120,
      "active_hs6_count": 3
    },
    {
      "year": 2012,
      "hs4": 2303,
      "global_trade_usd": 5065862929.872072,
      "corridor_count": 1198,
      "active_hs6_count": 3
    },
    {
      "year": 2013,
      "hs4": 2303,
      "global_trade_usd": 6232863745.08143,
      "corridor_count": 1231,
      "active_hs6_count": 3
    },
    {
      "year": 2014,
      "hs4": 2303,
      "global_trade_usd": 6383863752.882805,
      "corridor_count": 1293,
      "active_hs6_count": 3
    },
    {
      "year": 2015,
      "hs4": 2303,
      "global_trade_usd": 5733691855.159981,
      "corridor_count": 1412,
      "active_hs6_count": 3
    },
    {
      "year": 2016,
      "hs4": 2303,
      "global_trade_usd": 4781057158.587406,
      "corridor_count": 1373,
      "active_hs6_count": 3
    },
    {
      "year": 2017,
      "hs4": 2303,
      "global_trade_usd": 4605994030.760957,
      "corridor_count": 1407,
      "active_hs6_count": 3
    },
    {
      "year": 2018,
      "hs4": 2303,
      "global_trade_usd": 5449108591.971913,
      "corridor_count": 1400,
      "active_hs6_count": 3
    },
    {
      "year": 2019,
      "hs4": 2303,
      "global_trade_usd": 5156538412.651848,
      "corridor_count": 1438,
      "active_hs6_count": 3
    },
    {
      "year": 2020,
      "hs4": 2303,
      "global_trade_usd": 5231110627.042269,
      "corridor_count": 1475,
      "active_hs6_count": 3
    },
    {
      "year": 2021,
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      "global_trade_usd": 6442378938.361216,
      "corridor_count": 1420,
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    },
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      "year": 2022,
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    },
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      "year": 2023,
      "hs4": 2303,
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      "corridor_count": 1570,
      "active_hs6_count": 3
    },
    {
      "year": 2024,
      "hs4": 2303,
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      "corridor_count": 1578,
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    }
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      "refreshed_at": "2026-07-20 09:37:48",
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      "export_partner_count": 63,
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      "trade_balance_usd": -157753789.55363274,
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      "active_hs6_count": 3,
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  ],
  "products": [
    {
      "hs_code": "230310",
      "product_name": "Residues of starch manufacture and similar residues: whether or not in the form of pellets"
    },
    {
      "hs_code": "230320",
      "product_name": "Beet-pulp, bagasse and other waste of sugar manufacture: whether or not in the form of pellets"
    },
    {
      "hs_code": "230330",
      "product_name": "Brewing or distilling dregs and waste: whether or not in the form of pellets"
    }
  ],
  "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."
  }
}