电商运营分析数据

该数据集是一个面向电商运营分析场景的多平台模拟数据集，可理解为淘宝、京东、抖音等平台业务流程在教学环境中的抽象与映射，数据内容覆盖平台配置、订单状态、支付与配送方式、用户主数据、商品主数据、用户行为明细、订单主表与订单明细，同时包含系统登录注册所使用的账号表 auth_user，能够支持用户画像分析、商品与订单分析、转化漏斗分析、BI 可视化展示、SQL/Python 数据处理训练以及 ETL/数仓建模等学习与实验任务；需要特别说明的是，该数据集属于课程与研究用途的模拟数据，并非真实生产业务数据，不应用于真实商业决策、对外经营披露或其他合规敏感场景，且登录表中的密码字段为单向加密后的哈希值而非明文密码，无法反推出原始密码。This is a multi-platform simulated dataset tailored for e-commerce operation analysis scenarios, which acts as an abstraction and mapping of the business processes of mainstream platforms including Taobao, JD, and Douyin in a teaching environment. The dataset covers a wide range of data contents: platform configurations, order statuses, payment and delivery methods, user master data, product master data, user behavior details, order master tables and order line items, as well as the auth_user account table used for system login and registration. It supports various learning and experimental tasks, such as user profile analysis, product and order analysis, conversion funnel analysis, BI visualization, SQL/Python-based data processing training, and ETL/data warehouse modeling. It should be specifically noted that this dataset is simulated data for course and research purposes only, and is not real production business data. It is prohibited to use it for real business decision-making, external business disclosure, or other compliance-sensitive scenarios. Furthermore, the password field in the account table stores a one-way encrypted hash value rather than a plaintext password, and the original password cannot be recovered from this hash.

搜集汇总

背景与挑战

背景概述

该数据集是一个用于电商运营分析的多平台模拟数据集，涵盖了平台配置、订单状态、用户、商品、行为和订单等核心数据表，适用于用户画像分析、转化漏斗构建、BI可视化以及数据处理训练等学习与实验任务。需要特别注意的是，该数据为课程与研究用途的模拟数据，并非真实业务数据，不应用于商业决策或合规敏感场景。