校服不同尺码需求分析数据

通过对客户，尺码，数量，销售订单总数量等基础数据的分析，得出各个学校校服不同尺码的需求情况。1、根据分类结果，可以帮助各个校服制造商为不同学校提供个性化的服务，针对性地进行市场营销，提高销售效率和用户满意度，调整铺货量和优惠政策；2、了解不同学校校服采购尺码需求量的差异，可以间接体现出学生的身体发育情况，为观察学生发育，提高营养摄入提供数据支持。通过收集系统订单编号，客户，尺码，数量，销售订单总数量字段，通过分类聚合汇总，区分不同尺码的订单，计算出不同尺码采购量在该客户销售总量中的占比。
1.数量占比＝该尺码订单数量/该客户销售订单总数量
2.定义需求级别：数量占比小于等于10%为微需求级别，记为为A；数量占比大于10%小于等于20%为小需求级别，记为B；数量占比大于20%小于等于30%为中需求级别，记为C；数量占比大于30%小于等于40%为高需求级别，记为D；数量占比大于40%为极高需求级别，记为E。

This dataset is derived from the analysis of basic data including customers, sizes, quantities, total sales order quantities and other relevant information, to acquire the demand status of various school uniforms in different sizes across different schools.
1. Based on the classification results, this dataset can assist school uniform manufacturers in providing personalized services for different schools, implementing targeted marketing, enhancing sales efficiency and user satisfaction, as well as adjusting inventory stocking quantities and preferential policies;
2. By comprehending the disparities in the demand for school uniform purchase sizes among different schools, we can indirectly reflect the physical development of students, thereby providing data support for monitoring student development and promoting nutrient intake.

The dataset collects fields such as system order numbers, customers, sizes, quantities and total sales order quantities. Through classification, aggregation and summarization, orders of different sizes are differentiated, and the proportion of the purchase quantity of each size in the total sales volume of the corresponding customer is calculated.
1. Quantity Proportion = Order Quantity of a Specific Size / Total Sales Order Quantity of the Corresponding Customer
2. Definition of Demand Levels:
- Micro demand level: Quantity proportion ≤ 10%, marked as A;
- Small demand level: 10% < Quantity proportion ≤ 20%, marked as B;
- Medium demand level: 20% < Quantity proportion ≤ 30%, marked as C;
- High demand level: 30% < Quantity proportion ≤ 40%, marked as D;
- Extreme demand level: Quantity proportion > 40%, marked as E.

搜集汇总

数据集介绍

特点

该数据集包含校服订单的尺码需求分析数据，通过计算数量占比和定义需求级别，帮助制造商优化市场营销和库存管理，同时为观察学生身体发育提供数据支持。