五金机电产品出口美洲的贸易分析数据

通过“浙江双飞海铁联运数据中心”采集一段时间内五金机电产品以不同线路运输到美洲的货物量数据，分析不同线路出口货物的占比情况，以评估不同线路的等级。这种分析有助于本企业以及其他国际物流公司高效地规划调度货船，制定合理的排班计划，提升出口运输效能。此外，期望开拓美洲市场的外贸企业可以通过这些往年数据了解不同线路的目的港地区市场的需求量，以便更好地平衡生产和出口数量，为企业货物出口提供更优选择。1、数据采集：通过“浙江双飞海铁联运数据中心”，收集一段时间内五金机电产品以不同线路运输到美洲的情况数据，具体包括：采集发站、大类、起运港、目的港、产品、不同产品每个月出口箱数，并依次用x1, x2...x9表示。“浙江双飞海铁联运数据中心”和本数据集归属于浙江双飞运输有限公司。2、数据处理：对采集到数据进行去重、合并、累加，便于分析使用。3、算法规则：利用SUM函数计算出口到美洲的总箱数，计算不同线路出口不同产品的累计箱数：累计箱数=x1+x2+x3+...+x9，计算出口箱数占比=累计箱数/出口总箱数*100%。当出口箱数占比＞0.2%时，该线路为强需求线路；当0.05%≤出口箱数占比≤0.2%时，该线路为一般需求线路；当出口箱数占比＜0.05%时，该线路为弱需求线路。

This dataset collects cargo volume data of hardware and electromechanical products transported to the Americas via different routes over a certain period of time through the "Zhejiang Shuangfei Sea-Rail Intermodal Data Center", and analyzes the proportion of exported goods of different routes to evaluate the grade of each route. Such analysis helps this enterprise and other international logistics companies efficiently plan and dispatch cargo ships, formulate reasonable scheduling plans, and improve export transportation efficiency. In addition, foreign trade enterprises expecting to expand into the American market can use these historical data to understand the market demand of the destination port areas of different routes, so as to better balance production and export volume and provide better options for enterprise cargo export.

1. Data Collection: Collect data on the transportation of hardware and electromechanical products to the Americas via different routes over a certain period of time through the "Zhejiang Shuangfei Sea-Rail Intermodal Data Center". The specific collected contents include: departure station, major category, port of shipment, port of destination, product, and monthly exported container quantity of each product, which are sequentially denoted as x1, x2, ..., x9. Both the "Zhejiang Shuangfei Sea-Rail Intermodal Data Center" and this dataset belong to Zhejiang Shuangfei Transportation Co., Ltd.

2. Data Processing: Deduplicate, merge and accumulate the collected data to facilitate analysis.

3. Algorithm Rules: Use the SUM function to calculate the total number of containers exported to the Americas, and calculate the cumulative container count for different products exported via different routes: cumulative container count = x1 + x2 + x3 + ... + x9. The export container volume proportion is calculated as (cumulative container count / total exported containers) * 100%. A route is classified as a high-demand route when its export container volume proportion > 0.2%; a medium-demand route when 0.05% ≤ export container volume proportion ≤ 0.2%; and a low-demand route when its export container volume proportion < 0.05%.

搜集汇总

背景与挑战

背景概述

该数据集记录了2024年1月至9月五金机电产品出口美洲的贸易数据，包含637条记录，涵盖发站、目的港、产品类型和出口箱数等字段，用于分析不同运输线路的需求等级。数据通过计算出口箱数占比评估线路强弱，支持物流企业优化货船调度和外贸企业市场决策，具有按需更新的企业数据特点。