抖音平台购买爽身粉消费者分类数据
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通过抖音后台数据统计分析爽身粉消费数据,通过对历史下单用户画像建立,对用户进行标签制定,定位用户消费级别,为消费者广告营销策略提供数据支持。1、采集各季度的各个用户购买爽身粉的数量等数据,并对用户进行脱敏处理,只采集用户编号。2、数据加工:当季总消费数量为各个用户购买爽身粉的数量之和,用户消费占比(%)=消费数量/总消费数量*100%。3、用户消费能力运用ABCDEF分类法,对消费占比≥3%的,给予“A类”用户分级;消费占比≥2%不足3%的,给予“B类”用户分级;消费占比≥1%不足2%区间的,给予“C类”用户分级;消费占比≥0.5%不足1%区间的,给予“D类”用户分级;消费占比≥0.1%不足0.5%区间的,给予“E类”用户分级;消费占比<0.1%的,给予“F类”用户分级。
This dataset analyzes talcum powder consumption data using Douyin backend statistics, constructs historical order user profiles, develops user labels to pinpoint user consumption tiers, and provides data support for advertising and marketing strategies targeting consumers. 1. Collect data including the talcum powder purchase quantity of each user per quarter, and perform user desensitization processing, only collecting user IDs. 2. Data processing: The total quarterly consumption volume is the sum of the talcum powder purchase quantities of all users; the user consumption share (%) = (consumption quantity / total consumption quantity) * 100%. 3. User consumption capacity is classified using the ABCDEF classification method: users with a consumption share ≥ 3% are categorized as "Class A"; users with 2% ≤ consumption share < 3% are categorized as "Class B"; users with 1% ≤ consumption share < 2% are categorized as "Class C"; users with 0.5% ≤ consumption share < 1% are categorized as "Class D"; users with 0.1% ≤ consumption share < 0.5% are categorized as "Class E"; and users with a consumption share < 0.1% are categorized as "Class F".




