成人近视镜用户消费能力分层数据

通过统计分析网店直播间成人近视镜消费数据，定位用户消费级别，对用户进行标签制定，为企业在采购成人近视镜以及针对各地区消费者对成人近视镜的需求量、不同材质的成人近视镜的分配量等提供数据支持。该项数据分析对眼镜行业企业在经营供货、网络营销决策等方面有非常重要的意义，对整个眼镜行业都有巨大推广价值。1、计算用户消费成人近视镜订单金额占成人近视镜总消费金额的比例，计算公式为：消费占比p=订单金额/总消费金额*1000；2、数据分析：对计算所得的消费占比p进行用户分级，若p≥3，划为“A级消费”分级；若2≤p＜3，划为“B级消费”分级；若1≤p＜2，划为“C级消费”分级；若0≤p＜1，划为“D级消费”分级。First, perform statistical analysis on consumer data of adult myopia glasses from online store live broadcast rooms, identify user consumption tiers, develop user tags, and provide data support for enterprises in multiple aspects including purchasing adult myopia glasses, regional consumer demand for adult myopia glasses, and allocation volumes of adult myopia glasses with different materials. This data analysis is of great significance for enterprises in the eyewear industry in terms of operation, supply management, online marketing decision-making and other related fields, and possesses substantial promotional value for the entire eyewear industry. 1. Calculate the proportion of a user's order amount for adult myopia glasses in the total consumption amount of adult myopia glasses. The calculation formula is: Consumption Proportion p = (Order Amount / Total Consumption Amount) * 1000; 2. Conduct data classification: classify users based on the calculated consumption proportion p into four tiers: "Level A Consumption" if p ≥ 3; "Level B Consumption" if 2 ≤ p < 3; "Level C Consumption" if 1 ≤ p < 2; and "Level D Consumption" if 0 ≤ p < 1.

搜集汇总

数据集介绍

特点

该数据集包含946条成人近视镜用户的消费记录，通过订单金额、产品信息等字段对用户进行消费能力分级（A-D级），应用于眼镜行业的采购、营销决策和用户标签制定。数据来源于自行产生的网店直播间消费数据，采用按需更新机制，并通过算法计算消费占比实现用户分级。