lefterisloukas/edgar-crawler
Open-source toolkit that downloads SEC EDGAR financial filings and parses them into structured JSON for downstream NLP analysis.
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The tool retrieves raw financial filings from the SEC EDGAR system and extracts specific item sections (10-K, 10-Q, 8-K) into standardized JSON format. It is designed to serve as data infrastructure for financial NLP research, and has produced the EDGAR-CORPUS HuggingFace dataset. The project was presented at WWW 2025 and multiple NLP workshops.