上海区域客户对油烟机需求量数据

通过收集和分析上海客户对油烟机消费相关数据,了解客户对油烟机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：采集平时客户对油烟机的相关交易数据。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，不同地区系数大小值不同，按经验取值上海地区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（50分以上标记为“高等级”，10-50分区间内标记为“中等级”，10分以下标记为“低等级”）

By collecting and analyzing consumption-related data of range hoods from customers in Shanghai, this dataset aims to gain insights into customers' purchasing power and consumption preferences for range hoods, assess the market popularity of this product, and assist all enterprises in the range hood industry in formulating production strategies to better provide personalized products and services to users.
1. Data Collection: Collect daily transaction data related to range hoods from customers.
2. Data Processing: Classify, merge, and aggregate the collected data to facilitate subsequent analysis.
3. Algorithm Processing: Conduct demand analysis on the processed data using the 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 regions. According to empirical values, the k value for the Shanghai region is set to 0.8.
4. Data Classification and Grading: Divide customers into different tiers ("high-level", "medium-level", "low-level") based on the calculated demand level: customers with a score above 50 are marked as "high-level", those with a score within the range of 10 to 50 are marked as "medium-level", and those with a score below 10 are marked as "low-level".

搜集汇总

数据集介绍

特点

该数据集记录了上海区域客户对油烟机的需求量数据，包含客户名称、订单数量、消费额度等关键信息，共521条记录，每半年更新一次，主要用于分析客户购买力和消费偏好，辅助企业制定生产策略。