Finance

SEC Filing Sentiment for Stock Evaluation

A pipeline that pulls 8-K and 10-K filings, runs FinBERT sentiment, and exports buy/sell signals to Excel.

8-K + 10-K
filing analysis
GitHub

Problem

The useful signal in SEC filings is buried in technical jargon and volume.

Stack

  • Python
  • BeautifulSoup
  • FinBERT
  • SEC API
  • Excel