hfmlsoc/sp500_dataset_sec_10k_earnings

该数据集包含多个公司的财务报告声明和分析，涵盖2022年至2025年的年度报告（10k）和季度收益报告（earnings）。每个公司的信息包括公司符号、证券名称、GICS行业分类、CIK编号以及详细的财务报告声明。财务报告声明进一步分为分析、上下文、声明内容和主题等子项。数据集主要用于训练，包含503个样本。

This dataset contains financial report statements and analyses for multiple companies, covering annual reports (10k) and quarterly earnings reports from 2022 to 2025. Each companys information includes the symbol, security name, GICS sector and sub-industry classification, CIK number, and detailed financial report statements. The financial report statements are further divided into sub-items such as analysis, context, statement content, and topic. The dataset is primarily for training and contains 503 samples.