stock-analysis

To analyze a stock with multi-dimension scoring, the tool synthesizes eight dimensions including earnings, fundamentals, analyst sentiment, and momentum into a single actionable BUY/HOLD/SELL signal with risk notes. You can run it via a simple command line script with a ticker symbol.

Yes, you can track your portfolio and watchlist for both stocks and cryptocurrencies together. The tool manages holdings, monitors position risk, sets alerts, and applies unified sector-like classification with BTC correlation awareness for top crypto assets.

The best way to integrate real-time market context is by combining sentiment indicators and RSS feed parsing with historical patterns. The tool digests noisy financial data, geopolitical context, and breaking news to deliver actionable investment signals and caveats.

Yes, the stock analysis pipeline works when data sources fail through graceful degradation and caching mechanisms. It maintains robust data-fetching capabilities across dependencies like yfinance, pandas, and feedparser to ensure continuous scoring.

To evaluate dividend analysis and risk flags for a specific ticker, the tool applies eight-dimensional scoring to assess fundamentals, earnings, and market context. It generates recommendations with explicit risk notes and explanations based on the synthesized data.

To fetch SEC filings and market sentiment for investment signals, you need data libraries like edgartools for SEC data, fear-and-greed for sentiment indicators, and yfinance for market prices. The pipeline aggregates these to produce unified scoring.