Dataset of Automated Steam Accounts: 41,472 Bot Profiles from the 'Sonkwo' Community and 1,103 Resale Listings from a Secondary Marketplace

This repository contains the complete dataset and data collection software for the study of automated Steam accounts and their secondary market resale. The repository includes: 1. A dataset of 41,472 Steam profiles collected from a public community group ("sonkwo"), with approximately 90% identified as automated accounts engaged in CS2 case farming and item trading. 2. A dataset of 1,103 repurposed bot accounts listed for resale on a digital marketplace, including full transaction histories, regional settings, and account metadata. 3. The compiled Windows installer and full source code of the custom Steam Profile Parser tool. 4. The Python-based marketplace scraper used to collect the resale account dataset.本仓库包含用于研究自动化Steam账号及其二级市场转售行为的完整数据集与数据采集软件。 本仓库涵盖以下内容： 1. 从公开社区群组"sonkwo"中采集的41472个Steam个人资料数据集，其中约90%被识别为用于《CS2》箱子刷取与物品交易的自动化账号； 2. 1103个经改造的机器人账号数据集，此类账号在数字交易平台上架转售，包含完整交易记录、地区设置与账号元数据； 3. 定制化Steam个人资料解析工具的编译版Windows安装程序及完整源代码； 4. 用于采集转售账号数据集的基于Python的交易平台爬虫程序。