卡通笔记本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卡通笔记本商品在不同地区的销售渗透率进行分析，对于理解卡通笔记本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。本数据也可为卡通笔记本商品的供应商（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卡通笔记本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%区间内标记为“销售渗透率中等”，＜50%标记为“销售渗透率低”。

Sales penetration is generally defined as the market share of a specific product within its potential market. Analyzing the sales penetration of cartoon notebook products sold on the company's Pinduoduo platform across different regions holds significant statistical significance and practical application value for understanding the market development trends of cartoon notebooks in various regions, identifying growth opportunities and potential risks across different regions, guiding the company's product selection planning, product pricing, and optimized resource allocation. This dataset can also serve as a reference for suppliers (manufacturers) of cartoon notebook products and other peer sellers in aspects such as market entry, product development, and pricing strategies.

1. Data Collection and Preprocessing:
(1) Data Collection: Collect quarterly sales statistics of cartoon notebook products sold on the company's Pinduoduo platform across different regions, specifically including product category, product name, sales channel/platform, statistical region, statistical year and quarter, the highest monthly sales volume in the current quarter, the lowest monthly sales volume in the current quarter, and the average monthly sales volume in the current quarter.
(2) Data Preprocessing: Process the collected raw data by removing missing and abnormal data entries.

2. Establishment of Sales Penetration Analysis Model:
(1) Calculation of average monthly potential sales volume in the current quarter: Average monthly potential sales volume in the current quarter = The highest monthly sales volume in the current quarter - The lowest monthly sales volume in the current quarter + The average monthly sales volume in the current quarter;
(2) Calculation of average monthly sales penetration rate in the current quarter: Average monthly sales penetration rate in the current quarter = (The average monthly sales volume in the current quarter / The average monthly potential sales volume in the current quarter) * 100%;
(3) Sales Penetration Analysis: Based on the calculated sales penetration rate, classify regions into different categories and tiers by district and county: mark regions with a rate ≥90% as "High Sales Penetration", those with a rate between 50% and 90% as "Medium Sales Penetration", and those with a rate <50% as "Low Sales Penetration".

搜集汇总

数据集介绍

特点

该数据集为宁波市松果信息技术服务有限公司提供的卡通笔记本商品在拼多多平台上的销售渗透率分析数据，包含513条记录，每季度更新一次。数据涵盖商品类目、销售渠道、统计区域、销量及销售渗透率等信息，适用于市场趋势分析、商品定价和资源配置优化等场景。