Accern - US Company Financial Filings Insights & Analytics (AI powered, SEC data, 20 years history)

Metrics: - History from 2004. - The signals are updated as a new or amended SEC 10K/10Q is published by EDGAR. - Coverage of Wilshire 5000 companies and sectors. - Over 200 events. - Companies are mapped using Bloomberg FIGIs and Tickers. **Event coverage can be extended if required** Methodology: Accern's financial filings NLP model has been built to cleanly parse each section of SEC 10K/10Q filings and extract highly relevant passages that contain discussions of various company events. The model then computes a sentiment along with several other analytics for each passage. Key Fields: Section Filing Entity event_relevance event_sentiment event_hits harvested_at event event_group

搜集汇总

背景与挑战

背景概述

该数据集基于美国SEC的10K/10Q财务文件，利用AI驱动的NLP模型解析2004年以来的历史数据，覆盖Wilshire 5000指数公司及200多个事件。它通过提取相关段落并计算情感等分析指标，提供关键字段如事件相关性、情感和实体信息。