金义保税区冷链物流出入库流水数据

金义保税区作为浙江发展国际贸易的重要载体，为进出口企业提供冷库仓储管理服务，依托金义保税区冷库仓储管理服务可实时获取企业的出入库流水数据，应用于衡量企业的货物周转效率，进而分析企业的近期货物进出口经营情况，为企业预测未来销售库存储备和优化供应链上下游生产提供支撑。1、数据采集：从金义综合保税区物流管理系统实时采集冷库仓储的企业出入库信息数据；
2、数据处理：对采集到的数据进行清洗，按照企业维度进行汇总，对报关单、提单号数据进行匿名化处理；
3、数据加工：采用库存货物周转比优化算法，计算企业的出入库货物周转比R=（月度入库总货值X1+月度出库货总值Y1）/（季度入库总货值X2+季度出库货总值Y2）；
4、数据应用：通过计算并分析企业出入库货物周转比R的大小，判断企业的进出口经营状况（R大于200%为极优，R在100%~200%为优质，R在80%~100%为一般，80%以下为预警）

Jin-Yi Bonded Zone, a key carrier for Zhejiang's international trade development, offers cold storage warehouse management services to import and export enterprises. By leveraging this service, real-time enterprise inbound and outbound warehouse transaction data can be acquired, which enables the measurement of enterprises' goods turnover efficiency, further analysis of their recent import and export business performance, and provides support for enterprises to forecast future sales inventory reserves and optimize upstream and downstream supply chain production.
1. Data Collection: Real-time collection of cold storage-related enterprise inbound and outbound warehouse information data from the Jin-Yi Comprehensive Bonded Zone Logistics Management System;
2. Data Preprocessing: Clean the collected dataset, aggregate it by enterprise dimension, and anonymize data associated with customs declaration forms and bill of lading numbers;
3. Data Refinement: Utilize the optimized inventory goods turnover ratio algorithm to calculate the enterprise's inbound and outbound goods turnover ratio R, defined as R = (Monthly total inbound cargo value X1 + Monthly total outbound cargo value Y1) / (Quarterly total inbound cargo value X2 + Quarterly total outbound cargo value Y2);
4. Data Application: Evaluate the enterprise's import and export business status by calculating and analyzing the value of the inbound and outbound goods turnover ratio R: R > 200% is classified as extremely excellent, 100% ≤ R ≤ 200% as excellent, 80% ≤ R < 100% as average, and R < 80% as an early warning.

搜集汇总

数据集介绍

特点

该数据集记录了金义保税区冷链物流的出入库流水数据，包含详细的货物信息和货值数据，用于分析企业货物周转效率和经营状况。