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

Financial markets move on information, but information asymmetry creates an unfair playing field: Institutional traders pay $32,000/year for Bloomberg Terminal's sentiment analysis Hedge funds spend millions on alternative data (news feeds, social media scraping) Retail traders and students have no affordable access to sentiment-driven insights Researchers can't reproduce proprietary sentiment models for academic study Result: 99% of traders make decisions based on lagging indicators (price charts) while institutions front-run them with sentiment signals.

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

Financial markets move on information, but information asymmetry creates an unfair playing field:

  • Institutional traders pay $32,000/year for Bloomberg Terminal's sentiment analysis

  • Hedge funds spend millions on alternative data (news feeds, social media scraping)

  • Retail traders and students have no affordable access to sentiment-driven insights

  • Researchers can't reproduce proprietary sentiment models for academic study

  • Result: 99% of traders make decisions based on lagging indicators (price charts) while institutions front-run them with sentiment signals.

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