拼多多平台不同型号胸牌商品营销效果数据

通过计算分析拼多多平台不同型号胸牌商品的本月产投比ROI、本月加购率、本月支付转化率、本月进店成本等数据，有助于本公司及同行业内其他生产、销售胸牌商品的企业，前瞻性地了胸牌商品的消费前景，了解消费者的需求，为胸牌商品后续制定推广营销策略提供参考，从而提升市场竞争力。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胸牌商品的成本和销售统计信息，包括商品类目、商品名称、销售渠道/平台、商品型号、统计年月、本月总成本（商品生产和宣传的投入）、本月销售总额、本月进店人数、本月加购人数（将商品加入购物车的用户数）、本月付款笔数。（2）数据预处理：对收集的原始数据进行清洗。
2.确定非固定常数风险系数：根据胸牌商品的历史销售数据、竞争态势、季节性波动等因素，通过大数据分析方法获得该商品的非固定常数风险系数，用以反映市场不确定性对投资回报的影响，需定期调整以适应市场变化。
3.本月的商品营销效果分析（采用本月产投比ROI、本月加购率、本月支付转化率和本月进店成本反映营销效果）：（1）本月产投比ROI=本月销售总额/(本月总成本*非固定常数风险系数)；（2）本月加购率=本月加购人数/本月进店人数；（3）本月支付转化率=本月付款笔数/本月进店人数；（4）本月进店成本=本月总成本/本月进店人数。

By conducting computational analysis of metrics including monthly return on investment (ROI), monthly cart addition rate, monthly payment conversion rate, and monthly cost per in-store visitor for name badge products of various models on the Pinduoduo platform, enterprises including our company and other peers engaged in the production and sales of name badges can prospectively grasp the consumption prospects of such products and consumer demands, providing references for formulating subsequent promotion and marketing strategies to enhance market competitiveness.

1. Data Collection and Preprocessing:
(1) Data Collection: Collect cost and sales statistics of the company's name badge products on the Pinduoduo platform, including product category, product name, sales channel/platform, product model, statistical year and month, total monthly cost (investment in product production and promotional activities), total monthly sales revenue, monthly number of in-store visitors, monthly number of users who added products to their shopping carts, and monthly number of payment transactions.
(2) Data Preprocessing: Clean the collected raw data.

2. Determine the non-fixed constant risk coefficient: Based on factors such as historical sales data, competitive landscape, and seasonal fluctuations of name badge products, obtain the non-fixed constant risk coefficient for the products via big data analysis methods. This coefficient is used to reflect the impact of market uncertainty on investment returns and requires regular adjustments to adapt to market changes.

3. Analysis of Monthly Product Marketing Effectiveness (using monthly ROI, monthly cart addition rate, monthly payment conversion rate, and monthly cost per in-store visitor to reflect marketing effectiveness):
(1) Monthly ROI = Total Monthly Sales Revenue / (Total Monthly Cost × Non-fixed Constant Risk Coefficient)
(2) Monthly Cart Addition Rate = Monthly Number of Users Who Added Products to Shopping Carts / Monthly Number of In-store Visitors
(3) Monthly Payment Conversion Rate = Monthly Number of Payment Transactions / Monthly Number of In-store Visitors
(4) Monthly Cost per In-store Visitor = Total Monthly Cost / Monthly Number of In-store Visitors

搜集汇总

数据集介绍

特点

该数据集包含拼多多平台上不同型号胸牌商品的营销效果数据，涵盖成本、销售额、进店人数、加购人数等关键指标，用于分析商品的营销效果和消费者行为，帮助企业制定营销策略。数据规模为535条，每月更新一次。