江苏区域客户对乳胶文胸需求量数据
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通过收集和分析江苏客户对乳胶文胸消费相关数据,了解客户对乳胶文胸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，更好地为用户提供个性化的商品和服务。1.数据采集：采集平时客户对乳胶文胸的相关交易数据。2.数据处理：对采集到数据进行分类、合并、累加，便于分析使用。3.算法加工：将处理后的数据进行需求量分析：P={a1（单笔最少订单数量）/b1（单笔最少消费额度）+a2（单笔最高订单数量）/b2（单笔最高消费额度）+a3(平均订单数量)/b3(平均消费额度)}*k，k为消费系数，不同省份系数大小值不同，按经验取值江苏省k值为0.8。4、数据分类分级：根据计算出的需求量水平，将客户等级划分为“高、中、低”不同的类别和级别（500分以上标记为“高等级”，200-500分区间内标记为“中等级”，200分以下标记为“低等级”），帮助公司更好地理解客户，高等级企业可每月1至2次与企业沟通，中等级可每季度1至2次与企业沟通，低等级企业可每半年1至2次与企业沟通，从而制定更精准的生产营销策略。
This dataset is developed by collecting and analyzing consumption-related data of latex bras from customers in Jiangsu Province, with the objectives of investigating customers' purchasing power and consumption preferences for latex bras, verifying the market viability of this product, and formulating production strategies for all enterprises in the industry to deliver more personalized products and services. 1. Data Collection: Collect daily transaction data related to latex bras from customers. 2. Data Preprocessing: Classify, merge and aggregate the collected data to facilitate subsequent analytical applications. 3. Algorithm-driven Analysis: Conduct demand analysis on the preprocessed data using the following formula: P = {a1 (minimum single-order quantity) / b1 (minimum single-order consumption amount) + a2 (maximum single-order quantity) / b2 (maximum single-order consumption amount) + a3 (average single-order quantity) / b3 (average single-order consumption amount)} * k, where k is the consumption coefficient that varies across different provinces. Based on empirical values, the k value for Jiangsu Province is set to 0.8. 4. Data Classification and Grading: Segment customers into three tiers: "High Tier", "Medium Tier" and "Low Tier" based on the calculated demand score. Specifically, customers with a score above 500 are marked as "High Tier", those with a score within the range of 200 to 500 are marked as "Medium Tier", and those with a score below 200 are marked as "Low Tier". This classification helps enterprises better understand their customer base: communicate with "High Tier" customers 1 to 2 times per month, with "Medium Tier" customers 1 to 2 times per quarter, and with "Low Tier" customers 1 to 2 times every six months, so as to formulate more precise production and marketing strategies.
