杭州区域客户对TPU膜需求量数据

通过收集和分析杭州客户对TPU膜需求相关数据,了解客户对TPU膜的购买力水平和需求偏好，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TPU膜的相关交易数据。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（单笔最少购买额度）/b1（单笔最少订单数量）+a2（单笔最高购买额度）/b2（单笔最高订单数量）+a3(平均购买额度)/b3(平均订单数量)}*k，k为消费系数，不同地区系数大小值不同，按经验取值杭州k值为0.6。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（1000分以上标记为“高等级”，500-1000分区间内标记为“中等级”，500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 demand-related data of TPU films from Hangzhou customers, with the objectives of investigating customers' purchasing power and demand preferences for TPU films, evaluating the market viability of this product, and enabling all enterprises in the industry to formulate targeted production strategies and provide users with personalized products and services more effectively.
1. Data Collection: Collect routine transaction data regarding customers' purchases of TPU films.
2. Data Preprocessing: Classify, merge and aggregate the collected data to facilitate subsequent analysis.
3. Algorithm-driven Demand Calculation: Conduct demand analysis on the preprocessed data using the following formula: P = {a1(minimum single-purchase amount)/b1(minimum single-order quantity) + a2(maximum single-purchase amount)/b2(maximum single-order quantity) + a3(average purchase amount)/b3(average order quantity)} * k. Here, k is the consumption coefficient that varies across different regions. According to empirical values, the k value for Hangzhou is set to 0.6.
4. Data Classification and Grading: Divide customers into "high-tier", "medium-tier" and "low-tier" categories based on the calculated demand level, with specific criteria as follows: customers with a score above 1000 are marked as "high-tier", those with a score between 500 and 1000 as "medium-tier", and those with a score below 500 as "low-tier". This classification helps enterprises better understand their customers: high-tier customers can be contacted 1 to 2 times per month, medium-tier customers 1 to 2 times per quarter, and low-tier customers 1 to 2 times every six months, so as to develop more precise production and marketing strategies.