学生卡套商品在不同地区拼多多平台的销售渗透率分析数据

销售渗透率通常定义为特定产品在潜在市场中的占有率。对公司拼多多平台上学生卡套商品在不同地区的销售渗透率进行分析，对于理解学生卡套商品在不同地区的市场发展趋势、识别商品在不同地区的增长机会和潜在风险、指导公司选品规划和商品定价以及优化资源配置，具有重要的统计意义和实际应用价值。本数据也可为学生卡套商品的供应商（生产厂商）和其他销售商同行在市场进入、产品开发、定价策略等方面提供参考。1.数据收集和预处理：（1）数据收集：收集公司在拼多多平台上销售的学生卡套商品在不同地区每季度的销售统计信息，具体包括商品类目、商品名称、销售渠道/平台、统计区域、统计年份和季度、本季度内单月最高销量、本季度内单月最低销量、本季度平均月销量。（2）数据预处理：对采集到的原始数据进行处理，去除缺失和异常数据。
2.建立销售渗透率分析模型：（1）计算本季度月均潜在销量：本季度月均潜在销量=本季度内单月最高销量-本季度内单月最低销量+本季度平均月销量；（2）计算本季度月均销售渗透率：本季度月均销售渗透率=（本季度平均月销量/本季度月均潜在销量）*100%；（3）销售渗透率分析：基于计算出的销售渗透率，根据区县划分不同的类别和级别，≥90%以上标记为“销售渗透率高”，50%-90%区间（不含50%和90%）内标记为“销售渗透率中等”，≤50%标记为“销售渗透率低”。分界线90%和50%通过公司内部与行业专家研讨确定。

Sales penetration is typically defined as the market share of a specific product within its potential market. Analyzing the sales penetration of student ID card sleeve products sold on Pinduoduo across different regions holds significant statistical significance and practical application value for understanding the market development trends of these products in various regions, identifying growth opportunities and potential risks, guiding the company's product selection planning, product pricing, and optimal resource allocation. This dataset can also serve as a reference for suppliers (manufacturers) of student ID card sleeves and other peer sellers in terms of market entry, product development, pricing strategies, and other aspects.
1. Data Collection and Preprocessing:
(1) Data Collection: Collect quarterly sales statistics of student ID card sleeve products sold on Pinduoduo across different regions, specifically including product category, product name, sales channel/platform, statistical region, statistical year and quarter, monthly highest sales volume within the quarter, monthly lowest sales volume within the quarter, and average monthly sales volume of the quarter.
(2) Data Preprocessing: Process the collected raw data by removing missing and abnormal data.
2. Establishment of Sales Penetration Analysis Model:
(1) Calculation of Quarterly Average Monthly Potential Sales Volume: Quarterly average monthly potential sales volume = Monthly highest sales volume within the quarter - Monthly lowest sales volume within the quarter + Average monthly sales volume of the quarter;
(2) Calculation of Quarterly Average Monthly Sales Penetration: Quarterly average monthly sales penetration = (Average monthly sales volume of the quarter / Quarterly average monthly potential sales volume) * 100%;
(3) Sales Penetration Analysis: Based on the calculated sales penetration, classify and grade different regions by districts and counties: regions with a value ≥90% are marked as "high sales penetration", those within the 50%-90% interval (excluding 50% and 90%) are marked as "medium sales penetration", and those with a value ≤50% are marked as "low sales penetration". The threshold values of 90% and 50% are determined through internal company discussions with industry experts.

搜集汇总

数据集介绍

特点

该数据集包含513条记录，每季度更新，详细记录了学生卡套在拼多多平台上的销售数据，包括不同地区的销量和销售渗透率。数据来源于宁波市松果信息技术服务有限公司，主要用于分析市场趋势、指导商品定价和优化资源配置。