Basis for NLP Models
Bankruptcy Prediction in 2023
SEC EDGAR: Electronic Data Gathering, Analysis, and Retrieval system
- Item 3
- Legal Proceedings
- Item 7
- Management Discussion & Analysis
- Item 7A
- Quantitative and Qualitative Disclosures About Market Risk
Dataset
EDGAR Corpus in 2023
Edgar Corpus Dataset consists of 241,000 filings
- Item 7 - Total
- ~1.8 billion tokens
- Item 7 - Average
- ~9 thousand token length