全国各省份客户对药盒的需求量数据

通过收集和分析全国各省份客户每季度对药盒消费相关数据，了解客户对药盒的购买力水平和消费偏好，本行业的所有企业可以更好地理解不同等级客户的需求，对于高等级客户可每月1至2次与之沟通，对于中等级客户可每季度1至2次与之沟通，对于低等级客户可每半年1至2次与之沟通，从而本行业的所有企业能制定更精准的营销和出口策略。1.数据采集：采集每季度全国各省份客户对药盒的相关交易数据。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：需求指数=（单笔最少订单数量/单笔最高订单数量+单笔最少消费额度/单笔最高消费额度）*k，k为消费系数，不同的经济区域k值不同，全国分为四大经济区域：东部地区、东北地区、中部地区和西部地区，按经验取值东部地区k值为1.1，东北和中部地区k值为1.15，西部地区k值为1.2。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（1.5分及以上标记为“高等级客户”，1.2-1.5分区间内标记为“中等级客户”，1.2分及以下标记为“低等级客户”）。

This dataset is established by collecting and analyzing quarterly medicine box consumption data of customers across all provinces in China, aiming to understand customers' purchasing power and consumption preferences. With this dataset, all enterprises in this industry can gain a better insight into the demands of customers at different tiers. By communicating with high-tier customers 1 to 2 times per month, mid-tier customers 1 to 2 times per quarter, and low-tier customers 1 to 2 times every six months, enterprises can formulate more precise marketing and export strategies.
1. Data Collection: Collect quarterly transaction data related to medicine boxes from customers across all provinces in China.
2. Data Processing: Classify, merge and aggregate the collected data to support subsequent analysis.
3. Algorithm-based Processing: The demand index is calculated as (minimum single-order quantity / maximum single-order quantity + minimum single-order consumption amount / maximum single-order consumption amount) * k, where k is the consumption coefficient. China is divided into four major economic regions: Eastern China, Northeast China, Central China, and Western China. Based on empirical values, the k value is set to 1.1 for Eastern China, 1.15 for Northeast and Central China, and 1.2 for Western China.
4. Data Classification and Tiering: Divide customers into three tiers based on the calculated demand index: customers with a score of 1.5 and above are marked as "high-tier customers", those with a score within the range of 1.2 to 1.5 are marked as "mid-tier customers", and those with a score of 1.2 or below are marked as "low-tier customers".

搜集汇总

数据集介绍

特点

该数据集记录了全国各省份客户每季度对药盒的需求量数据，包含客户编号、所在省份、订单数量、消费额度等字段，共11282条数据，每季度更新。数据集通过需求指数算法对客户进行等级划分，帮助企业制定精准的营销和出口策略。