双喜湖笔用户消费能力分层数据

本数据分析2023年购买双喜湖笔产品的用户行为数据,了解用户消费情况，对消费者进行消费级别的划分，为相关产品批发、零售行业制定采购、销售策略提供数据支持，更好地为消费者提供个性化的商品和服务，从而帮助企业更准确地掌握市场动态，提升消费者满意度，行业销售竞争力。（例如：A级消费：建立专门的客户关系管理团队，专属客服与他们保持密切沟通；B级消费：根据消费历史推送个性化推荐；C级消费：推荐性价比高的产品组合，激励消费...）1、数据收集：从数据库中根据2023年用户消费记录梳理数据，选中字段为：用户编号，客户属性，该用户订单结算总金额，订单状态，运送方式，订单付款时间，产品名称，店铺名称； 2、数据加工：a.先针对订单结算总金额字段用SUM函数求和，得到2023年总销售金额（元）；b.该客户消费金额占比=该客户订单结算总金额（元）/2023年总销售金额（元）*100%；其中，该客户消费金额占比为百分数数值，单位为%；c.用户消费占总消费的比例按从大到小进行排名，消费分类运用ABC序列法，对占比大于等于1%以上，给予“A级消费”分层；占比在小于1%到大于等于0.5%区间，则给予“B级消费”分层；占比在小于0.5%到大于0区间，则给予“C级消费”分层；（数据包内皆为有效消费数据，因此不存在占比为0的情况） 3、数据应用：为相关产品批发、零售行业制定采购、销售策略提供数据支持，（例如：A级消费：建立专门的客户关系管理团队，专属客服与他们保持密切的沟通；B级消费：根据消费历史推送个性化推荐；C级消费：推荐性价比高的产品组合，激励消费...具体方案由企业具体制定。）更好地为消费者提供个性化的商品和服务。

This data analysis targets user behavior data of consumers who purchased Shuangxi Lake Writing Brush products in 2023, aiming to understand consumer spending patterns, classify consumers into consumption tiers, provide data support for the formulation of procurement and sales strategies in the wholesale and retail sectors of relevant products, better deliver personalized products and services to consumers, help enterprises accurately grasp market dynamics, improve consumer satisfaction, and enhance industry sales competitiveness. For example: Level A consumption: Establish a dedicated customer relationship management team, and maintain close communication with customers via exclusive customer service; Level B consumption: Push personalized product recommendations based on the customer's consumption history; Level C consumption: Recommend cost-effective product combinations to stimulate consumption...

1. Data Collection: Sort out data from the database based on 2023 user consumption records, with selected fields including: user ID, customer attributes, total order settlement amount per user, order status, shipping method, order payment time, product name, and store name;

2. Data Processing:
a. First, use the SUM function to aggregate the total order settlement amount field to obtain the total sales amount in 2023 (unit: Yuan);
b. Customer consumption proportion = (total order settlement amount of the customer / total 2023 sales amount) * 100%; the customer consumption proportion is a percentage value with the unit %;
c. Rank the proportion of each user's consumption in the total consumption in descending order. Adopt the ABC classification method for consumption tiering: assign the "Level A Consumption" tier to customers with a consumption proportion ≥ 1%; assign the "Level B Consumption" tier to those with a proportion less than 1% but ≥ 0.5%; assign the "Level C Consumption" tier to those with a proportion less than 0.5% but greater than 0. All data in this dataset are valid consumption records, so there are no cases with a 0% consumption proportion.

3. Data Application: Provide data support for formulating procurement and sales strategies for the wholesale and retail sectors of relevant products (For example: Level A consumption: Establish a dedicated customer relationship management team, maintain close communication with customers via exclusive customer service; Level B consumption: Push personalized product recommendations based on the customer's consumption history; Level C consumption: Recommend cost-effective product combinations to stimulate consumption... Specific strategies shall be formulated by enterprises based on their own actual conditions). Better deliver personalized products and services to consumers.

搜集汇总

背景与挑战

背景概述

该数据集包含756条2023年双喜湖笔用户消费记录，通过ABC分级法（基于消费金额占比）将用户分为A、B、C三级，旨在帮助企业分析消费行为并制定个性化销售策略，提升客户满意度和行业竞争力。