2023 SEC 10-K Forms of Dow Jones Index Companies
收藏arXiv2025-09-30 收录
下载链接:
https://github.com/AI4Finance-Foundation/FinRobot
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资源简介:
该数据集包含了30家道琼斯指数上市公司的2023年度报告,同时记录了报告发布时及一周后的股票价格,这些数据被用于评估人工智能代理在金融投资研究中的表现。此外,该数据集在FinRobot平台上进行实验,涉及装备有大语言模型的AI代理进行分析,研究代理之间的多样化协作结构,并整合了API提供的额外工具功能,以进行基本面分析、市场情绪分析和风险评估。这一数据集涵盖了30家公司的数据规模,任务涵盖了基本面分析、市场情绪分析和风险分析。
This dataset contains the 2023 annual reports of 30 publicly traded companies in the Dow Jones Industrial Average (DJIA), along with stock prices recorded at the time of report release and one week thereafter. These data are utilized to evaluate the performance of AI Agents in financial investment research. Furthermore, experiments were conducted on the FinRobot platform using this dataset, which employs AI Agents equipped with Large Language Models (LLMs) for analysis, investigates diverse collaborative structures among the agents, and integrates additional tool functionalities provided by APIs to perform fundamental analysis, market sentiment analysis, and risk assessment. This dataset covers data from 30 companies, with its supported tasks encompassing fundamental analysis, market sentiment analysis, and risk analysis.
提供机构:
AI4Finance community



