全国区域消费者对保鲜袋收纳盒需求量数据

通过收集和分析全国区域消费者对保鲜袋收纳盒的消费相关数据,了解消费者对保鲜袋收纳盒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消费者制定服务策略，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消费者，高等级消费者可每月1至2次与消费者沟通，中等级消费者可每季度1至2次与消费者沟通，低等级消费者可每半年1至2次与消费者沟通，从而制定更精准的生产营销策略。1.数据采集：采集平时消费者每季度对保鲜袋收纳盒的相关交易数据。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：将处理后的数据进行需求量分析：需求指数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）)}*k，k为消费系数，消费者归属于不同的经济区域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：根据计算出的需求指数，将消费者等级划分为“高、中、低”不同的类别和级别（30分以上标记为“高等级”，20-30分区间内标记为“中等级”，20分以下标记为“低等级”）。

This dataset is developed by collecting and analyzing national regional consumer consumption data related to plastic fresh-keeping bag storage boxes. Its core objectives are to understand consumers' purchasing power and consumption preferences for such products, verify the market sales performance of the products, formulate service strategies for all consumers in the relevant industry, and better provide personalized goods and services. It also helps enterprises gain a deeper understanding of their consumers, enabling targeted communication: high-level consumers can be contacted 1 to 2 times per month, medium-level consumers 1 to 2 times per quarter, and low-level consumers 1 to 2 times every six months, so as to develop more precise production and marketing strategies.

The dataset construction process includes four steps:
1. Data Collection: Collect quarterly relevant transaction data of consumers' purchases of plastic fresh-keeping bag storage boxes.
2. Data Preprocessing: Classify, merge and aggregate the collected data to facilitate subsequent analysis.
3. Algorithm-based Demand Analysis: Calculate the demand index P for each consumer using the processed data, with the formula: $P = left( frac{a_1}{b_1} + frac{a_2}{b_2}
ight) imes k$. Here, $a_1$ represents the minimum order quantity per single transaction, $b_1$ represents the minimum single-transaction consumption amount; $a_2$ represents the maximum order quantity per single transaction, $b_2$ represents the maximum single-transaction consumption amount; $k$ is the consumption coefficient, which varies across four major economic regions in China: Eastern Region, Northeast Region, Central Region, and Western Region. Based on empirical values, the $k$ value is set to 1.1 for the Eastern Region, 1.15 for both the Northeast and Central Regions, and 1.2 for the Western Region.
4. Data Classification and Grading: Divide consumers into three levels based on the calculated demand index. Specifically, consumers with a score above 30 are marked as "high-level", those with a score within the range of 20 to 30 are marked as "medium-level", and those with a score below 20 are marked as "low-level".

搜集汇总

背景与挑战

背景概述

该数据集包含7747条全国消费者保鲜袋收纳盒需求记录，每季度更新，通过订单数量和消费额计算需求指数并划分消费者等级；用于分析区域消费偏好，支持企业制定精准的生产营销策略。