集易联集装箱物流跟踪分析数据

集装箱动态信息主要包括进出口及国际中转、转码头集装箱业务，用户可以通过该服务查询到集装箱在预录入、进出港、放行、截关、查验等关键业务节点的实时信息以及异常信息等。同时，根据已有的提单号、件数、箱重、箱号、箱型、集装箱皮重等数据，计算出的货物净重、集装箱吞吐量和装载效率，一是可以实时更新库存状态，优化库存管理和调配，二是根据货物净重和箱型信息，制定合适的装载计划，确保集装箱的装载效率和安全性，三是通过对货物净重、箱重和箱型等信息的分析，可以识别异常箱，发现潜在的贸易风险，如瞒报、谎报等，加强风险管理。码头各生产业务系统作为数据源，采集后的数据汇总至大数据平台，在平台进行数据合并、清洗和逻辑计算后汇入物流数据市集。集装箱动态信息主要包含提单号、件数、箱重、箱号、箱型、集装箱皮重等信息。其中，货物净重=箱重-集装箱皮重；箱型开头为”4”记为2TEU，开头为”L”记为2.5TEU，开头为”2”记为2TEU，装载效率=货物净重/对应箱型TEU。

The dynamic container information mainly covers import/export, international transshipment, and container transfer between terminal businesses. Users can use this service to query real-time and abnormal information of containers at key business nodes such as pre-entry, port entry/exit, customs clearance, customs cutoff, and inspection. Meanwhile, based on existing data such as bill of lading number, number of packages, container gross weight, container number, container type, and container tare weight, the calculated cargo net weight, container throughput, and loading efficiency can serve three purposes: firstly, enabling real-time updates of inventory status to optimize inventory management and deployment; secondly, formulating appropriate loading plans based on cargo net weight and container type information to ensure container loading efficiency and safety; thirdly, analyzing information such as cargo net weight, container gross weight, and container type to identify abnormal containers, detect potential trade risks such as undeclared or falsified declarations, and strengthen risk management. Various terminal production and business systems serve as data sources. Collected data is aggregated to a big data platform, where it undergoes data merging, cleaning, and logical calculation before being imported into the logistics data mart. The dynamic container information mainly includes data such as bill of lading number, number of packages, container gross weight, container number, container type, and container tare weight. Specifically, cargo net weight = container gross weight - container tare weight; container types starting with "4" are recorded as 2TEU, those starting with "L" as 2.5TEU, and those starting with "2" as 2TEU; loading efficiency = cargo net weight / TEU of corresponding container type.

搜集汇总

数据集介绍

特点

集易联集装箱物流跟踪分析数据由宁波港信息通信有限公司提供，包含3000万条实时更新的集装箱物流数据，涵盖提单号、箱型、货物净重等关键字段。该数据主要用于优化库存管理、制定装载计划和识别贸易风险，应用场景包括集装箱动态信息查询和异常检测。