Accern - Company Credit Insights & Analytics in all US companies (AI powered, public news & social media)

Metrics: - History from 2014 - Coverage of all US Companies and Sectors - Over 150 Credit Events (i.e. Bankruptcy, Legal Actions, Analyst Ratings, etc.) - Companies are mapped using Bloomberg FIGIs and Tickers **coverage (e.g. private companies) and credit events can be extended if required** Methodology: Accern's credit NLP model has been trained on massive amounts of distressed company news and uses Accern's knowledge graph. The model identifies only highly relevant articles and passages that contain discussions of credit risk issues. For each passage, the model then computes a credit sentiment along with a number of other analytics. Key Fields: entity_ticker event_relevance event_sentiment event_text harvested_at event event_group doc_url

搜集汇总

背景与挑战

背景概述

该数据集通过AI驱动的公共新闻和社交媒体，覆盖自2014年以来所有美国公司及行业的信用洞察与分析。它基于NLP模型和知识图谱，识别超过150种信用事件（如破产、法律诉讼等），并提供事件相关性、情感分析等关键字段。