SentimentAlpha: Open-Source Real-Time Trading Signals from Social Sentiment

Real-time BUY/SELL/HOLD signals from Twitter, Reddit & financial news. Powered by FinBERT + SHAP explainability. No paid APIs. Fully open source.

Repository
Team Members
Ruchi Chandak
Ruchi Chandak
ruchi_chandak
 DHRUV PARANJAPE
DHRUV PARANJAPE
dhruv_paranjape
 Pushkar Gangurde
Pushkar Gangurde
pushkar156
 Shubh Kesarwani
Shubh Kesarwani
shubh_kesarwani
Description

SentimentAlpha is an open-source trading signal platform that aggregates social posts from Twitter/X, Reddit, and financial news RSS feeds, scores them using FinBERT (a BERT model fine-tuned on financial text), and converts the results into real-time BUY / SELL / HOLD signals with confidence ratings and SHAP-powered phrase-level explanations — all for free, with no paid API keys required.

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