{
  "slug": "cocoa-beans-production-ranks",
  "kind": "bump",
  "title": "Cocoa beans: the changing production leaders",
  "subtitle": "Eight leading producers in 2024 · 2014–2024",
  "takeaway": "Follow the eight largest final-year producers within 56 economies with observations in every displayed year.",
  "period": "2014–2024",
  "unit": "t",
  "publisher": "FAO · FAOSTAT",
  "sourceUrl": "https://www.fao.org/faostat/en/#data/QCL",
  "licenseUrl": "https://www.fao.org/contact-us/terms/db-terms-of-use/en",
  "attribution": "FAOSTAT Crops and livestock products (QCL). FAO. 2026. FAOSTAT: Crops and livestock products. Rome. Accessed 2026-10-04. https://www.fao.org/faostat/en/#data/QCL. Licence: CC BY 4.0. Native selection from the retained Commodity Origins normalization, formatted by World Signals Monitor. Redistribution authorized by the project owner; original publisher metadata is preserved. No publisher endorsement is implied.",
  "retrievedAt": null,
  "vintage": "5f9dad61078cc37d51a3682685a6212e707a4b37150a04f50abb68a78d08c255",
  "method": "Choose the latest year with at least half the maximum annual reporting coverage (29 minimum). Retain an eleven-year fixed cohort with non-missing, non-negative values in every year. Rank all 56 cohort economies each year by production in t; equal values sort by reporting code to give distinct ordinal ranks. Display the eight largest producers in the final year. Every cohort observation and calculated rank remains in the exports. These are cohort ranks, not an assertion of a complete world ranking. Line position shows rank, not output magnitude; connecting segments summarize annual observations.",
  "notes": [
    "Cocoa beans · production in retained t units. The source's product and statistical category remain distinct from other measures. Values preserve the retained normalized observation and flag; no unit conversion is applied.",
    "All retained crop/livestock product, element and unit combinations. Production (t), harvested area (ha) and yield (kg/ha) remain distinct. Overlapping product groups must not be added together. Flags and normalized source observations are retained; unavailable source rows are not reconstructed. China means mainland China in this source normalization.",
    "Values, source flags and notes retain the reviewed snapshot. No new observations are acquired or interpolated."
  ],
  "explorer": "/explore/world-data/crop-livestock/",
  "rows": [
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      "place": "Angola",
      "code": "AGO",
      "period": "2014",
      "value": "418.19",
      "status": "I",
      "sourceNote": "{\"item_code\":661,\"element\":\"production\"}",
      "sourceUrl": "https://www.fao.org/faostat/en/#data/QCL",
      "sourceLocator": "/global-data/faostat-661-production.json · AGO/2014 · original row 42348 · value",
      "metricId": "faostat-661-production",
      "measure": "Cocoa beans · production",
      "role": "value",
      "unit": "t",
      "displayed": false,
      "originalRow": 42348,
      "originalField": "value",
      "retainedUrl": "/global-data/faostat-661-production.json",
      "rank": 43
    },
    {
      "place": "Angola",
      "code": "AGO",
      "period": "2015",
      "value": "428.72",
      "status": "I",
      "sourceNote": "{\"item_code\":661,\"element\":\"production\"}",
      "sourceUrl": "https://www.fao.org/faostat/en/#data/QCL",
      "sourceLocator": "/global-data/faostat-661-production.json · AGO/2015 · original row 42349 · value",
      "metricId": "faostat-661-production",
      "measure": "Cocoa beans · production",
      "role": "value",
      "unit": "t",
      "displayed": false,
      "originalRow": 42349,
      "originalField": "value",
      "retainedUrl": "/global-data/faostat-661-production.json",
      "rank": 43
    },
    {
      "place": "Angola",
      "code": "AGO",
      "period": "2016",
      "value": "438.21",
      "status": "I",
      "sourceNote": "{\"item_code\":661,\"element\":\"production\"}",
      "sourceUrl": "https://www.fao.org/faostat/en/#data/QCL",
      "sourceLocator": "/global-data/faostat-661-production.json · AGO/2016 · original row 42350 · value",
      "metricId": "faostat-661-production",
      "measure": "Cocoa beans · production",
      "role": "value",
      "unit": "t",
      "displayed": false,
      "originalRow": 42350,
      "originalField": "value",
      "retainedUrl": "/global-data/faostat-661-production.json",
      "rank": 43
    },
    {
      "place": "Angola",
      "code": "AGO",
      "period": "2017",
      "value": "447.67",
      "status": "I",
      "sourceNote": "{\"item_code\":661,\"element\":\"production\"}",
      "sourceUrl": "https://www.fao.org/faostat/en/#data/QCL",
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    },
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      "place": "Angola",
      "code": "AGO",
      "period": "2018",
      "value": "457.23",
      "status": "I",
      "sourceNote": "{\"item_code\":661,\"element\":\"production\"}",
      "sourceUrl": "https://www.fao.org/faostat/en/#data/QCL",
      "sourceLocator": "/global-data/faostat-661-production.json · AGO/2018 · original row 42352 · value",
      "metricId": "faostat-661-production",
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      "unit": "t",
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      "originalField": "value",
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      "rank": 42
    },
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      "place": "Angola",
      "code": "AGO",
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      "value": "463.57",
      "status": "I",
      "sourceNote": "{\"item_code\":661,\"element\":\"production\"}",
      "sourceUrl": "https://www.fao.org/faostat/en/#data/QCL",
      "sourceLocator": "/global-data/faostat-661-production.json · AGO/2019 · original row 42353 · value",
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    },
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      "value": "469.28",
      "status": "I",
      "sourceNote": "{\"item_code\":661,\"element\":\"production\"}",
      "sourceUrl": "https://www.fao.org/faostat/en/#data/QCL",
      "sourceLocator": "/global-data/faostat-661-production.json · AGO/2020 · original row 42354 · value",
      "metricId": "faostat-661-production",
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    },
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      "place": "Angola",
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      "value": "463.36",
      "status": "E",
      "sourceNote": "{\"item_code\":661,\"element\":\"production\"}",
      "sourceUrl": "https://www.fao.org/faostat/en/#data/QCL",
      "sourceLocator": "/global-data/faostat-661-production.json · AGO/2021 · original row 42355 · value",
      "metricId": "faostat-661-production",
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      "place": "Angola",
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      "value": "465.4",
      "status": "E",
      "sourceNote": "{\"item_code\":661,\"element\":\"production\"}",
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      "metricId": "faostat-661-production",
      "measure": "Cocoa beans · production",
      "role": "value",
      "unit": "t",
      "displayed": false,
      "originalRow": 1797061,
      "originalField": "value",
      "retainedUrl": "/global-data/faostat-661-production.json",
      "rank": 39
    },
    {
      "place": "Samoa",
      "code": "WSM",
      "period": "2024",
      "value": "482.72",
      "status": "I",
      "sourceNote": "{\"item_code\":661,\"element\":\"production\"}",
      "sourceUrl": "https://www.fao.org/faostat/en/#data/QCL",
      "sourceLocator": "/global-data/faostat-661-production.json · WSM/2024 · original row 1797062 · value",
      "metricId": "faostat-661-production",
      "measure": "Cocoa beans · production",
      "role": "value",
      "unit": "t",
      "displayed": false,
      "originalRow": 1797062,
      "originalField": "value",
      "retainedUrl": "/global-data/faostat-661-production.json",
      "rank": 38
    }
  ],
  "native": {
    "metrics": [
      {
        "id": "faostat-661-production",
        "title": "Cocoa beans · production",
        "unit": "t",
        "definition": "Cocoa beans · production in retained t units. The source's product and statistical category remain distinct from other measures. Values preserve the retained normalized observation and flag; no unit conversion is applied.",
        "source": {
          "url": "https://www.fao.org/faostat/en/#data/QCL",
          "sha256": "5f9dad61078cc37d51a3682685a6212e707a4b37150a04f50abb68a78d08c255",
          "retrievedAt": "2026-10-04T16:58:17.562Z",
          "retrievalBasis": "library-capture"
        },
        "attribution": "FAOSTAT Crops and livestock products (QCL). FAO. 2026. FAOSTAT: Crops and livestock products. Rome. Accessed 2026-10-04. https://www.fao.org/faostat/en/#data/QCL. Licence: CC BY 4.0. Native selection from the retained Commodity Origins normalization, formatted by World Signals Monitor. Redistribution authorized by the project owner; original publisher metadata is preserved. No publisher endorsement is implied.",
        "json": "/global-data/faostat-661-production.json",
        "csv": "/global-data/faostat-661-production.csv",
        "rows": 3652,
        "present": 3652,
        "countries": 60,
        "publisher": "FAO · FAOSTAT",
        "licenseUrl": "https://www.fao.org/contact-us/terms/db-terms-of-use/en",
        "familyId": "crop-livestock"
      }
    ],
    "periods": [
      "2014",
      "2015",
      "2016",
      "2017",
      "2018",
      "2019",
      "2020",
      "2021",
      "2022",
      "2023",
      "2024"
    ],
    "displayCodes": [
      "CIV",
      "IDN",
      "GHA",
      "ECU",
      "NGA",
      "CMR",
      "BRA",
      "PER"
    ],
    "caption": "Lines show ranks within a fixed complete-data cohort; higher positions mean larger production.",
    "credit": "FAOSTAT · Retained crop production",
    "cohort": [
      "AGO",
      "BLZ",
      "BOL",
      "BRA",
      "CAF",
      "CIV",
      "CMR",
      "COD",
      "COG",
      "COL",
      "COM",
      "CRI",
      "CUB",
      "DMA",
      "DOM",
      "ECU",
      "FJI",
      "FSM",
      "GAB",
      "GHA",
      "GIN",
      "GNQ",
      "GRD",
      "GTM",
      "GUY",
      "HND",
      "HTI",
      "IDN",
      "IND",
      "JAM",
      "LBR",
      "LCA",
      "LKA",
      "MDG",
      "MEX",
      "MYS",
      "NGA",
      "PAN",
      "PER",
      "PHL",
      "PNG",
      "SLB",
      "SLE",
      "SLV",
      "STP",
      "SUR",
      "TGO",
      "THA",
      "TLS",
      "TTO",
      "TZA",
      "UGA",
      "VCT",
      "VEN",
      "VUT",
      "WSM"
    ]
  },
  "topic": "Agriculture"
}