广东区域客户对旋转式门禁装置需求量数据
收藏资源简介:
通过收集和分析广东区域客户对旋转式门禁装置的需求量数据消费相关数据,了解客户对旋转式门禁装置的需求量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。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。1.数据采集:采集平时客户对旋转式门禁装置的需求量的相关交易数据。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,按经验取值广东k值为0.7。4、数据分类分级:根据计算出的需求指数,将客户等级划分为“高、中、低”不同的类别和级别(4分以上标记为“高等级”,2-4分区间内标记为“中等级”,2分以下标记为“低等级”)。
This dataset is developed by collecting and analyzing transaction and consumption-related data on customers' demand for rotary access control devices in the Guangdong region. It aims to investigate customers' purchasing power and consumption preferences for such devices, assess the market popularity of the product, and enable enterprises in the industry to formulate targeted production strategies to better provide personalized products and services for end users. Moreover, it helps companies gain deeper insights into their customers: enterprises serving high-tier customers can communicate with their clients 1 to 2 times per month, those serving mid-tier customers 1 to 2 times per quarter, and those serving low-tier customers 1 to 2 times every six months, so as to develop more precise production and marketing strategies. The dataset construction workflow includes four main stages: 1. Data Collection: Gather daily transaction data related to customers' demand for rotary access control devices. 2. Data Processing: Classify, merge and accumulate the collected data to prepare for subsequent analysis. 3. Algorithm-based Demand Analysis: 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 order quantity) / b3 (average consumption amount)} * k, where k is the regional consumption coefficient, which varies across different regions. According to industry experience, the value of k for Guangdong is set to 0.7. 4. Data Classification and Grading: Divide customers into three tiers based on the calculated demand index: customers with a score above 4 are marked as "high-tier", those with a score within the range of 2 to 4 are marked as "mid-tier", and those with a score below 2 are marked as "low-tier".




