海外客户对大宗商品钛锭的需求量分析数据

通过收集和分析海外客户每季度对钛锭消费相关数据，了解客户对钛锭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精确制定营销和出口策略，例如可每月1至2次与高等级客户沟通，可每季度1至2次与中等级客户沟通，可每半年1至2次与低等级客户沟通，从而制定更精准的营销和出口策略。1.数据采集：采集每季度海外客户对钛锭的相关交易数据。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为系数，不同的有色金属种类k值不同，按经验取值钛锭k值为1.09。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”），帮助公司更好地理解客户需求。

This dataset is constructed by collecting and analyzing quarterly consumption-related data of overseas customers for titanium ingots, aiming to investigate customers' purchasing power and consumption preferences for titanium ingots, evaluate the market demand of the product, and enable all enterprises in the industry to accurately formulate marketing and export strategies. For instance, enterprises can communicate 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, to develop more precise marketing and export strategies.
1. Data Collection: Collect quarterly transaction data related to titanium ingots from overseas customers.
2. Data Processing: Classify, merge and accumulate the collected data to facilitate subsequent analytical work.
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 a coefficient that varies across different non-ferrous metal types. Based on empirical values, the k value for titanium ingots is set to 1.09.
4. Data Classification and Grading: Divide customers into "high-tier", "mid-tier" and "low-tier" categories based on the calculated demand level: customers with a score of 1.5 and above are marked as "high-tier customers", those with a score ranging from 1.2 to 1.5 are marked as "mid-tier customers", and those with a score of 1.2 and below are marked as "low-tier customers", so as to help enterprises better understand customer needs.

搜集汇总

数据集介绍

特点

该数据集包含1452条记录，记录了海外客户对钛锭的需求量数据，包括订单数量、消费额度、需求指数和客户等级等信息。数据每季度更新，主要用于分析客户购买力和消费偏好，帮助企业制定精准的营销和出口策略。