微型电机全国进货商层级数据

微型电机，作为现代科技领域的微型动力核心，其应用触角广泛延伸至航空航天、尖端光学机器、精密仪器仪表、先进机器人技术、微型机械技术前沿，以及电磁环境严苛的敏感场合，乃至工业机床的精密控制中，展现了无可替代的价值与潜力。通过计算全国区域内的不同进货商进货本公司微型电机的进货明细信息，对不同的进货商按照EDP模型进行分层，通过对进货商进行分层管理，所有企业可在后期对不同层级的进货商采取不同的运营策略提供数据依据。通过此方法，企业不仅能够更好地管理进货商关系，还能提高市场响应速度，增强供应链的灵活性，最终实现更高效的业务运营。1、数据采集：利用进货存管理系统导出全国区域内的不同进货商每月进货本公司微型电机的进货明细。2、数据处理：以进货商编号作为唯一标识，对数据进行清洗、去除无效数据和极限数据等操作。3、数据加工：通过LOOKUP函数计算出进货商最近一次进货距离当月月底的天数E，COUNTIF函数计算该月份进货次数D，SUMIF函数计算该月份进货总金额P，进货商最近一次进货距离当月月底的天数大于或者等于当月进货平均天数则E的定档值为1，进货商最近一次进货距离当月月底的天数小于当月进货平均天数则E的定档值为0，同理也分别计算出D、P的定档值（分别用进货次数、进货总金额与各自的平均值相比较），再根据EDP模型分层规则，将进货商分为8个层级，即分为重要价值客户(EDP为111)、重要保持客户(EDP为101)、重要发展客户(EDP为011)、重要挽留客户(EDP为001)、一般价值客户(EDP为110)、一般保持客户(EDP为100)、一般发展客户(EDP为010)和一般挽留客户(EDP为000)。4、数据应用：通过对进货商进行分层管理，所有企业可对不同层级的进货商定制不同运营策略，极大地提升了企业对进货商关系。

Micro-motors, as the micro power core in the field of modern science and technology, have been widely applied in aerospace, cutting-edge optical equipment, precision instruments and meters, advanced robotics, cutting-edge micro-mechanical technology, sensitive scenarios with harsh electromagnetic environments, and precision control of industrial machine tools, demonstrating irreplaceable value and potential.

By calculating the purchase details of the company's micro-motors from various distributors across the country, and classifying distributors into different tiers via the EDP model, this dataset provides data support for enterprises to formulate differentiated operational strategies for distributors of different tiers in the later stage. With this approach, enterprises can not only better manage distributor relationships, but also improve market response speed, enhance supply chain flexibility, and ultimately achieve more efficient business operations.

1. Data Collection: Export the monthly purchase details of the company's micro-motors from various distributors across the national region via the Purchase and Inventory Management System.
2. Data Preprocessing: Take the distributor ID as the unique identifier, and perform operations such as data cleaning, removal of invalid data and outlier data.
3. Data Enrichment and Tiering: Calculate the number of days from a distributor's last purchase to the end of the current month (denoted as E) using the LOOKUP function, calculate the number of purchases in the current month (denoted as D) using the COUNTIF function, and calculate the total purchase amount in the current month (denoted as P) using the SUMIF function. The grading value of E is set to 1 if the days from last purchase to month-end are greater than or equal to the average interval days between consecutive purchases in the current month, otherwise set to 0. Similarly, calculate the grading values of D and P by comparing their respective values with the average values of the current month. According to the tiering rules of the EDP model, distributors are divided into 8 tiers: Key Value Distributors (EDP=111), Key Retention Distributors (EDP=101), Key Development Distributors (EDP=011), Key Win-back Distributors (EDP=001), General Value Distributors (EDP=110), General Retention Distributors (EDP=100), General Development Distributors (EDP=010), and General Win-back Distributors (EDP=000).
4. Data Application: By implementing tiered management of distributors, enterprises can customize differentiated operational strategies for distributors of different tiers, which greatly improves the management of distributor relationships for enterprises.

搜集汇总

数据集介绍

特点

该数据集包含全国微型电机进货商的层级数据，通过EDP模型对进货商进行分层，帮助企业优化运营策略。数据规模为801条，每年更新一次。