轻奢纯钛半框眼镜客户分层消费分析数据

为分析太阳花款儿童眼镜在客户群体中的销售情况，需要运用大数据平台收集统计相关产品的销售数据，运用算法进行加工处理后，得到客户的消费系数。对计算所得的消费系数进行分级评价，可以对相应的用户进行标签制定，定位用户消费级别，为企业在生产、装配、零部件采购、库房规划以及针对各地区消费者对各款眼镜的需求量、眼镜度数的选择等相关决策提供数据支撑。本项数据分析在眼镜行业内有巨大的应用价值和推广价值，对行业的市场发展有重要的意义。收集太阳花款儿童眼镜的相关销售数据，形成存证数据包。2.算法公式：客户的消费系数P=消费金额K*消费黏性指数N/月度消费总额M*1000。 其中客户消费黏性N由系统统计该客户在公司名下线上店铺累计消费次数得出。将客户的消费系数P按从大到小进行排名。3.根据客户的消费系数P的值对客户的消费数据进行分层评级，当P≥5时，评为“A级消费”；当1≤P＜5时，评为“B级消费”；当0.3≤P＜1时，评为“C级消费”；当P＜0.3时，评为“D级消费”。

To analyze the sales performance of sunflower-patterned children's eyeglasses among customer groups, it is necessary to collect and statistically analyze sales data of the relevant products via a big data platform, and process the data with algorithms to obtain the customer consumption coefficient. By grading and evaluating the calculated consumption coefficients, user tags can be formulated to identify their consumption tiers, providing data support for enterprises' relevant decisions including production, assembly, parts procurement, warehouse planning, as well as regional consumer demand for different eyeglass styles and selection of eyeglass prescriptions. This data analysis has great application and promotion value in the eyeglass industry, and is of great significance to the market development of the industry.
1. Collect relevant sales data of sunflower-patterned children's eyeglasses to form an evidence-based data package.
2. Algorithmic formula: Customer consumption coefficient P = (Consumption amount K × Consumption stickiness index N) / Monthly total consumption amount M × 1000. Here, the customer consumption stickiness N is calculated by the system based on the cumulative number of consumption times of the customer at online stores under the company's name. Rank the customer consumption coefficients P in descending order.
3. Conduct hierarchical rating of customer consumption data based on the value of P:
- Grade A consumption when P ≥ 5;
- Grade B consumption when 1 ≤ P < 5;
- Grade C consumption when 0.3 ≤ P < 1;
- Grade D consumption when P < 0.3.

搜集汇总

数据集介绍

特点

该数据集包含901条轻奢纯钛半框眼镜的客户消费数据，每月更新，用于分析客户消费行为并通过算法进行用户分级，支持企业生产和市场决策。