Supply Chain Management and Influencing Factors Based on E-commerce Delivery Data

This paper examines the impact of e-commerce on supply chain management by analyzing delivery times and generating insights for consumer preferences and product prioritization for suppliers. Utilizing datasets from a ten-day period in 2021, the research employs regression modeling and machine learning to evaluate and predict delivery performance across various factors. Insights derived from this analysis aim to optimize e-commerce operations and improve consumer experiences by identifying strategic improvements in delivery processes.