{
  "schema_version": "qaz-farm-trade-flow-export-v1",
  "artifact_id": "trade-flow",
  "release_id": "2026-08-06.10",
  "generated_at": "2026-08-06T23:12:30Z",
  "data_as_of": "2024",
  "scope": {
    "reporter": {
      "code": 398,
      "iso": "KAZ",
      "label": "Казахстан"
    },
    "partner": {
      "code": 0,
      "label": "World",
      "meaning": "агрегированный мировой партнёр"
    },
    "classification": "H6",
    "codes": [
      "1001",
      "1003",
      "1005",
      "1006"
    ],
    "periods": [
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      "2024"
    ],
    "flows": [
      "M",
      "X"
    ],
    "observed_rows": 16
  },
  "source_ids": [
    "un-comtrade-api"
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  "flow_totals": [
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      "period": "2023",
      "flow": "M",
      "flow_label": "Импорт",
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      "code_count": 4
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      "primary_value_usd": 439194836.73,
      "code_count": 4
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      "flow_label": "Экспорт",
      "primary_value_usd": 1466252325.4299998,
      "code_count": 4
    }
  ],
  "limitations": [
    "Пилот охватывает только четыре HS4-кода зерновых и агрегированного мирового партнёра World; это не полный итог главы HS 10.",
    "Импорт и экспорт не складываются в один баланс: primary_value сохраняет выбор провайдера CIF/FOB.",
    "Проверка 2025 вернула 0 строк и не трактуется как нулевой trade; partner breakdown публикуется отдельным snapshot.",
    "Суммы по четырём HS4-кодам в этом артефакте являются суммой выбранного пилота, а не официальным агрегатом HS2."
  ],
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