[SAMPLE] Zambia Direct Customs Detailed Export & Import Database (Jan 2019 onwards)| Millions of ...

This vast repository houses crucial information on international trade transactions, capturing the intricate details of both export and import activities of Zambia. The Export Database contains meticulous records of outbound shipments, offering valuable insights into the products, exporters, and destinations involved in each transaction. On the other hand, the Import Database provides a comprehensive view of inbound shipments, shedding light on the importers, origins, and details of the products acquired. Together, these two databases present a holistic perspective on global trade dynamics, encompassing critical metadata such as dates, product descriptions, quantities, values, and transportation specifics. Whether you are an analyst, researcher, or business professional, this comprehensive database will undoubtedly prove to be an invaluable resource for gaining a deep understanding of international trade patterns and market dynamics. Explore the wealth of information within and unlock new opportunities in the world of trade and commerce.

The Export Database contains information related to export transactions. Each entry in the database represents a specific export event. The metadata fields in this database hold crucial details about the exported products and the transaction itself. The "DATE" field indicates the date of the export. "EXPORTER NAME" refers to the name of the entity or company responsible for exporting the goods. "DESTINATION COUNTRY" indicates the country to which the products are being shipped. The "HS CODE" represents the Harmonized System code, a standardized numerical system used to classify traded products. The "PRODUCT DESCRIPTION" field provides a brief description of the exported item. The "BRAND" field specifies the brand associated with the product. "QUANTITY" indicates the total quantity of the product being exported, and "UNIT OF QUANTITY" represents the measurement unit used for quantity. "SUBITEM QUANTITY" refers to the quantity of a subitem within the main exported product. The "PACKAGES" field indicates the number of packages used for shipment. "GROSS WEIGHT" represents the total weight of the exported products. "SUBITEM FOB VALUE" and "TOTAL FOB VALUE" denote the Free on Board (FOB) value of the subitem and the total FOB value of the export, respectively. "TOTAL CIF VALUE" indicates the total cost, insurance, and freight value. "ITEM NUMBER" is a unique identifier for each product item. "TRANSPORT TYPE" specifies the mode of transportation used for the export. "INCOTERMS" refers to the standardized international trade terms defining the responsibilities of buyers and sellers during transportation. "CUSTOMS" indicates the customs information related to the export. "VARIETY" and "ATTRIBUTES" hold additional details about the product. The "OPERATION TYPE" field indicates the type of export operation, such as direct export or re-export. "MONTH" and "YEAR" represent the month and year when the export occurred.

The Import Database contains information related to import transactions. Each entry in the database represents a specific import event. The metadata fields in this database hold crucial details about the imported products and the transaction itself. The "DATE" field indicates the date of the import. "IMPORTER NAME" refers to the name of the entity or company responsible for importing the goods. "SALES COUNTRY" indicates the country from which the products are being purchased. "ORIGIN COUNTRY" denotes the country where the imported products originate. The "HS CODE" represents the Harmonized System code, a standardized numerical system used to classify traded products. The "PRODUCT DESCRIPTION" field provides a brief description of the imported item. "QUANTITY" indicates the total quantity of the product being imported, and "UNIT OF QUANTITY" represents the measurement unit used for quantity. "SUBITEM QUANTITY" refers to the quantity of a subitem within the main imported product. The "PACKAGES" field indicates the number of packages used for shipment. "GROSS WEIGHT" represents the total weight of the imported products. "TOTAL CIF VALUE" indicates the total cost, insurance, and freight value. "TOTAL FREIGHT VALUE" and "TOTAL INSURANCE VALUE" represent the respective values for freight and insurance. "ITEM FOB VALUE," "SUBITEM FOB VALUE," and "ITEM CIF VALUE" denote the Free on Board (FOB) value of the item, subitem, and the cost, insurance, and freight value of the item, respectively. "ORIGIN PORT" specifies the port from which the products were shipped. "TRANSPORT TYPE" specifies the mode of transportation used for the import. "INCOTERMS" refers to the standardized international trade terms defining the responsibilities of buyers and sellers during transportation. "ITEM NUMBER" is a unique identifier for each product item. "CUSTOMS" indicates the customs information related to the import. "OPERATION TYPE" field indicates the type of import operation, such as direct import or import for re-export. "MONTH" and "YEAR" represent the month and year when the import occurred.

这个海量数据库存储了赞比亚国际贸易交易的关键信息，完整记录了赞比亚进出口贸易的各类精细细节。出口数据库包含出境货运的详尽记录，可为每笔交易涉及的产品、出口商及目的地提供极具价值的分析视角。与之相对，进口数据库则全面呈现入境货运情况，清晰展现进口商、货物原产地及采购产品的相关细节。二者结合，可全面展现全球贸易动态，涵盖交易日期、产品描述、数量、金额及运输细节等关键元数据。无论您是分析师、研究人员还是商务从业者，这套全面的数据库都将成为深入理解国际贸易格局与市场动态的宝贵资源。探索其中丰富的信息，解锁全球贸易与商业领域的全新机遇。

出口数据库收录与出口交易相关的信息，数据库中的每一条记录均对应一笔特定的出口业务。该数据库的元数据字段存储了出口产品及交易本身的关键细节。其中，“DATE”字段标注出口发生日期；“EXPORTER NAME”指负责出口货物的实体或企业名称；“DESTINATION COUNTRY”表明货物运往的目的地国家；“HS CODE”即协调制度编码（Harmonized System code），是用于对贸易产品进行分类的标准化数值体系；“PRODUCT DESCRIPTION”字段简要描述出口货物；“BRAND”字段指明产品关联的品牌；“QUANTITY”表示出口产品的总数量，“UNIT OF QUANTITY”则为数量所采用的计量单位；“SUBITEM QUANTITY”指主出口产品下属子项的数量；“PACKAGES”字段标注货运所用包装的数量；“GROSS WEIGHT”代表出口产品的总毛重；“SUBITEM FOB VALUE”与“TOTAL FOB VALUE”分别表示子项的船上交货价（Free on Board，简称FOB）及该笔出口业务的总船上交货价；“TOTAL CIF VALUE”表示总成本、保险及运费（Cost, Insurance and Freight，简称CIF）总额；“ITEM NUMBER”为每件产品的唯一标识符；“TRANSPORT TYPE”指明出口所采用的运输方式；“INCOTERMS”即国际贸易术语解释通则（International Commercial Terms，简称INCOTERMS），是定义买卖双方在运输过程中责任划分的标准化国际贸易术语；“CUSTOMS”标注与出口相关的海关信息；“VARIETY”与“ATTRIBUTES”存储产品的额外细节；“OPERATION TYPE”字段说明出口业务类型，例如直接出口或转口出口；“MONTH”与“YEAR”分别标注出口发生的月份与年份。

进口数据库收录与进口交易相关的信息，数据库中的每一条记录均对应一笔特定的进口业务。该数据库的元数据字段存储了进口产品及交易本身的关键细节。其中，“DATE”字段标注进口发生日期；“IMPORTER NAME”指负责进口货物的实体或企业名称；“SALES COUNTRY”表明产品的采购来源国；“ORIGIN COUNTRY”指进口产品的原产国；“HS CODE”即协调制度编码，是用于对贸易产品进行分类的标准化数值体系；“PRODUCT DESCRIPTION”字段简要描述进口货物；“QUANTITY”表示进口产品的总数量，“UNIT OF QUANTITY”则为数量所采用的计量单位；“SUBITEM QUANTITY”指主进口产品下属子项的数量；“PACKAGES”字段标注货运所用包装的数量；“GROSS WEIGHT”代表进口产品的总毛重；“TOTAL CIF VALUE”表示总成本、保险及运费总额；“TOTAL FREIGHT VALUE”与“TOTAL INSURANCE VALUE”分别表示货运费用及保险费用的总金额；“ITEM FOB VALUE”“SUBITEM FOB VALUE”与“ITEM CIF VALUE”分别表示单件产品的船上交货价、子项的船上交货价及单件产品的成本、保险及运费总额；“ORIGIN PORT”指明产品装运的始发港口；“TRANSPORT TYPE”指明进口所采用的运输方式；“INCOTERMS”即国际贸易术语解释通则，是定义买卖双方在运输过程中责任划分的标准化国际贸易术语；“ITEM NUMBER”为每件产品的唯一标识符；“CUSTOMS”标注与进口相关的海关信息；“OPERATION TYPE”字段说明进口业务类型，例如直接进口或用于转口的进口；“MONTH”与“YEAR”分别标注进口发生的月份与年份。

搜集汇总

背景与挑战

背景概述

该样本数据集提供了赞比亚自2019年1月以来的详细进出口海关记录，包括出口和进口两个子数据库。它涵盖了交易日期、产品信息、数量、价值、运输方式等关键元数据，为分析国际贸易动态和市场模式提供了全面资源。