Noah Cowley

Sentiment Analyzer

Tracks real-time sentiment from X, StockTwits (a investing social platform), and financial news from yfinance in a watchlist format. The deep-dive option allows for stock-specific, credible news sentiment data only via bidirectional encoder representations from transformers.

Social Screener
Real-time sentiment from multiple sources

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StockTwits Sentiment (0-100)

Based on user-labeled bullish/bearish posts from StockTwits. Higher scores indicate more bullish sentiment from retail traders.

X/Twitter Sentiment (0-100)

Derived from cashtag ($TICKER) discussions and social media coverage. Analyzes recent posts mentioning the stock.

News Sentiment (0-100)

Analyzed from recent Google News articles using natural language processing. Scores above 60 indicate positive coverage, below 40 indicates negative.

Composite Score

Weighted average: StockTwits (1.5x weight), X Sentiment (1.0x), News (1.0x). Used to rank overall market sentiment.

Data is cached for 5 minutes to ensure responsive performance. Sentiment scores should supplement, not replace, fundamental analysis.
Deep News Analysis

News Sentiment Analyzer

Deep analysis of news articles using bidirectional encoder representations from transformers to interpret articles scraped from Google News.

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