对于吉林省皮衣消费需求分析数据

通过收集和分析吉林消费者对皮衣消费相关数据,了解消费者对皮衣的购买力水平和消费偏好，从而了解该产品是否畅销，从而为本行业的所有企业制定生产策略，更好地为该地区消费者提供个性化的产品和服务1、数据处理：对采集到的数据进行降噪、清洗、脱敏、聚集、分析。 2.数据加工:需求评分=ROUND((满分上限100-(ROUND(消费金额排名/总记录数（1649）*100,0)))/3+(满分上限100-(ROUND(消费件数排名/总记录数（1649）*100,0)))/3+(满分上限100-(ROUND(最近消费天数排名/总记录数（1649）*100,0)))/3,2)；得到的需求评分：80-100分标记为“高需求客户”，50-80分区间内标记为“中需求客户”，50分以下标记为“低需求客户”。This dataset is established by collecting and analyzing leather clothing consumption-related data of consumers in Jilin Province, with the goals of investigating consumers' purchasing power and consumption preferences for leather garments, assessing the market popularity of such products, providing references for all enterprises in the leather clothing industry to develop production strategies, and better delivering personalized products and services to local consumers. 1. Data Processing: Noise reduction, data cleaning, anonymization, aggregation and analysis are performed on the collected raw data. 2. Demand Scoring and Customer Classification: The demand score is calculated using the following formula: Demand Score = ROUND( (100 - ROUND( (Consumption Amount Rank / Total Records (1649)) * 100, 0 )) / 3 + (100 - ROUND( (Consumption Quantity Rank / Total Records (1649)) * 100, 0 )) / 3 + (100 - ROUND( (Days Since Last Consumption Rank / Total Records (1649)) * 100, 0 )) / 3, 2 ). Consumers are categorized based on their calculated demand scores: those with a score of 80 to 100 are marked as "High-demand Customers", those with a score between 50 and 80 are marked as "Medium-demand Customers", and those with a score below 50 are marked as "Low-demand Customers".

搜集汇总

数据集介绍

特点

该数据集包含1649条吉林省皮衣消费者的消费记录，通过需求评分算法分析消费者购买力和偏好，旨在帮助企业制定生产策略和提供个性化服务。