FaultyComp++ Dataset

FaultyComp++ is a comprehensive collection of user reports on faulty computer components such as video cards, storage devices, motherboards, memory, and others. Data was gathered through a survey of hardware specialists, web scraping of internet forums, and synthetic text generation from real manufacturer data using large language models. This dataset aims to provide insights for correlating user reports with faulty components, thus enhancing diagnostic capabilities and improving hardware reliability and customer satisfaction.FaultyComp++ 是一套涵盖各类故障计算机组件用户反馈的综合性数据集，涉及显卡、存储设备、主板、内存等多种硬件。数据采集渠道包括硬件专家问卷调查、互联网论坛网页爬取，以及基于真实厂商数据通过大语言模型（Large Language Model）生成的合成文本。本数据集旨在为关联用户反馈与故障组件提供研究支撑，进而提升硬件故障诊断能力、优化硬件可靠性并提升用户满意度。