How to Get Clean SEC EDGAR Filing Data (Without Getting Rate-Limited)

<p>If you've ever tried scraping SEC EDGAR for company filings, you know the pain: inconsistent HTML, rate limits, and parsing headaches. The <strong>SEC EDGAR Filings

<p>Every quarterly earnings number for every US public company going back to 2009 is sitting in a free, well-documented JSON API run by the US government. No API key. No rate

<p>If you've ever tried to pull financial data directly from SEC EDGAR, you already know the problem. The XBRL filings are technically structured, but in practice they're a mess:

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1sm951t/opensourcing_sec_edgar_on_hugging_face/"> <img alt="Open-sourcing SEC EDGAR on Hugging Face"

<p>Most people searching for free stock data end up in the same loop.</p> <p>They find Yahoo Finance. The <code>yfinance</code> library seems perfect — until it breaks in

<p>If you backtest anything involving insider trades, there's a quiet bug waiting for you: <strong>Form 4 data is timestamped twice</strong>. Every filing carries a