This dataset contains 13,562,130 cleaned text chunks extracted from 12,361 SEC Form 10-K annual filings across 1,380 companies (spanning 2004 to 2025, core 2014–2025).
Every chunk across all 1,380 companies (including mega-cap leaders such as AAPL, MSFT, NVDA, AMZN, GOOGL, META, TSLA, JPM, WMT, XOM, AVGO, LLY) is annotated with metadata, token counts, table indicators, and a pre-computed… See the full description on the dataset page: https://huggingface.co/datasets/astr010/sec-10k-lsh-chunks.
