树脂工艺品客户消费能力分层数据

本数据基于树脂工艺品客户的购买记录与消费行为特征，建立客户消费能力分层模型，揭示不同客户在采购频率、产品类型偏好及持续购买表现上的分布差异。同时，呈现各层级客户在风格取向、价格敏感度及互动参与方面的特征轮廓。该分层数据可帮助设计机构、销售渠道及电商平台更清晰地理解客户群体的结构性差异，为资源匹配与服务触达提供参考依据，提升对多元化用户结构的认知深度。1.数据收集：收集购买树脂工艺品客户的消费数据，根据客户消费能力梳理数据，具体包括：客户编号、统计时间/年、付款时间、消费金额/元等字段。
2.总销售金额计算：用Group函数以统计时间为分组，计算每年的销售总金额。总销售金额=SUM（每条数据的消费金额字段）。
3.消费占比计算：消费占比=消费金额 / 总销售金额 * 100%。
4.消费占比降序排列，运用ABCDEF分类法：
消费占比≥1%，给予“A类消费”分层；
1%≥消费占比≥0.8%，给予“B类消费”分层；
0.8%≥消费占比≥0.6%，给予“C类消费”分层；
0.6%≥消费占比≥0.4%，给予“D类消费”分层；
0.4%≥消费占比≥0.2%，给予“E类消费”分层；
0.2%≥消费占比，给予“F类消费”分层。
3、数据应用：通过这样的分析流程，企业不仅能够更准确地把握市场动态，还能够有效提升客户满意度和市场竞争力。

This dataset is developed based on the purchase records and consumption behavior characteristics of resin craft customers, aiming to establish a customer consumption capacity stratification model and reveal the distribution differences among different customers in terms of purchase frequency, product type preference and repeat purchase performance. Meanwhile, it presents the characteristic profiles of customers at each stratification level in terms of style preference, price sensitivity and interaction engagement. This stratified dataset can help design institutions, sales channels and e-commerce platforms gain a clearer understanding of the structural differences among customer groups, provide reference for resource matching and service outreach, and enhance the depth of cognition towards diversified user structures.

1. Data Collection: Collect the consumption data of resin craft purchasing customers, and organize the data based on customer consumption capacity, which specifically includes fields such as customer ID, statistical time/year, payment time and consumption amount (yuan).
2. Total Sales Amount Calculation: Use the GROUP BY function with statistical time as the grouping criterion to calculate the annual total sales amount. The formula for total sales amount is: Total Sales Amount = SUM (consumption amount field of each data record).
3. Consumption Proportion Calculation: The formula for consumption proportion is: Consumption Proportion = (Consumption Amount / Total Sales Amount) * 100%.
4. Sort the consumption proportion in descending order and apply the ABCDEF classification method as follows:
- Classified as "Class A Consumption" when consumption proportion ≥ 1%;
- Classified as "Class B Consumption" when 0.8% ≤ consumption proportion ≤ 1%;
- Classified as "Class C Consumption" when 0.6% ≤ consumption proportion ≤ 0.8%;
- Classified as "Class D Consumption" when 0.4% ≤ consumption proportion ≤ 0.6%;
- Classified as "Class E Consumption" when 0.2% ≤ consumption proportion ≤ 0.4%;
- Classified as "Class F Consumption" when consumption proportion ≤ 0.2%;

3. Data Application: Through such an analysis process, enterprises can not only accurately grasp market trends, but also effectively improve customer satisfaction and market competitiveness.

搜集汇总

背景与挑战

背景概述

该数据集包含562条树脂工艺品客户的消费记录，通过计算消费占比并使用ABCDEF分类法对客户进行分层，揭示不同消费能力群体的行为特征。数据可用于帮助设计机构和销售平台理解客户结构性差异，优化市场策略和服务触达。