Once you have the raw files, the next step is "Stage One" parsing to clean and prepare the text for NLP (Natural Language Processing).
The most efficient way to bulk-download 10-K filings is through the sec-edgar-downloader package. This tool handles SEC rate limiting automatically. Download 10K txt
: Services like SEC-API.io provide a "Render API" to download filings as cleaned .txt files without HTML tags. 2. Developing the Text for Analysis Once you have the raw files, the next
Once you have the raw files, the next step is "Stage One" parsing to clean and prepare the text for NLP (Natural Language Processing).
The most efficient way to bulk-download 10-K filings is through the sec-edgar-downloader package. This tool handles SEC rate limiting automatically.
: Services like SEC-API.io provide a "Render API" to download filings as cleaned .txt files without HTML tags. 2. Developing the Text for Analysis