连锁超市口腔护理类供应商供应能力分层数据

为了更有效地管理连锁超市在台州各地的产品周转，并制定更有针对性的产品营销策略。通过采用统计学模型排序、聚类的方法对季度口腔护理类供应商进行统计建立，对口腔护理类供应商进行标签制定，确认重点供应商了解各供应商的供应能力、受欢迎度，制定营销策略提供数据支持，提升客户满意度和竞争力。1.数据采集：对超市用户一个月口腔护理类销售数量、销售金额做数据记录。2.数据处理: 采用统计学模型排序、聚类的方法，对口腔护理类季度铝供应商的销售金额、销售总金额进行统计。供应商金额占总销售金额占比=季度对应该供应商销售总额/季度产品总销售额*100%；3.数据分类：该供应商供应产品消费金额占该类产品总金额的比例按从大到小进行排名。供应分类运用ABCDEF分类法，对占比大于等于20%以上，给予“A类供应”分层；占比在小于20%到大于等于15%区间，则给予“B类供应”分层；占比在小于15%到大于等于10%区间，则给予“C类供应”分层；占比在小于10%到大于等于5%区间，则给予“D类供应”分层；占比在小于5%到大于等于1%区间，则给予“E类供应”分层；占比在小于1%以下，则给予“F类供应”分层。4.数据应用：通过这样的分析流程，超市不仅能够更准确地把握市场动态和客户喜好，还能够有效提升客户满意度和市场竞争力。

To more effectively manage product turnover and formulate more targeted product marketing strategies for chain supermarkets across Taizhou, this study establishes a statistical analysis framework for quarterly oral care suppliers using statistical model-based ranking and clustering methods, and develops supplier tags to identify key suppliers, understand their supply capabilities and market popularity, thereby providing data support for formulating marketing strategies, enhancing customer satisfaction and market competitiveness.

1. Data Collection: Record the monthly sales volume and sales revenue of oral care products across the supermarkets.
2. Data Processing: Utilize statistical model-based ranking and clustering methods to analyze the sales amount and total sales revenue of quarterly oral care suppliers. Calculate the proportion of each supplier's sales amount in the total product sales as follows: Supplier's sales proportion = (Quarterly total sales amount of the supplier / Quarterly total sales amount of oral care products) × 100%.
3. Data Classification: Rank suppliers in descending order based on the proportion of their supplied products' consumption amount in the total amount of the oral care product category. Adopt the ABCDEF classification method for supplier tiering:
- Suppliers with a proportion ≥ 20% are classified as "Class A Suppliers";
- Suppliers with a proportion between 15% (inclusive) and 20% (exclusive) are classified as "Class B Suppliers";
- Suppliers with a proportion between 10% (inclusive) and 15% (exclusive) are classified as "Class C Suppliers";
- Suppliers with a proportion between 5% (inclusive) and 10% (exclusive) are classified as "Class D Suppliers";
- Suppliers with a proportion between 1% (inclusive) and 5% (exclusive) are classified as "Class E Suppliers";
- Suppliers with a proportion < 1% are classified as "Class F Suppliers".
4. Data Application: Through this analytical workflow, supermarkets can not only accurately grasp market trends and customer preferences, but also effectively enhance customer satisfaction and market competitiveness.

搜集汇总

数据集介绍

特点

该数据集为连锁超市口腔护理类供应商供应能力分层数据，包含617条记录，用于分析供应商的供应能力和受欢迎度，以制定更有针对性的营销策略。数据采用ABCDEF分类法对供应商进行分层，帮助超市更准确地把握市场动态和客户喜好。