Social Media Sentiment Analysis and Trading Strategies

Happy New Year! I recently got the opportunity to start doing some work for Ernest Chan’s team at QTS Capital Management and my first project was a literature review of social media sentiment analysis. The PowerPoint presentation above covers the current academic research on social media sentiment analysis, the trading strategies that incorporate social media sentiment, an analysis of the various providers of sentiment data, and much more! If you have any questions or would like the 50+ pages of notes that accompany the presentation, please contact me at

Additionally, over the holidays I got a chance to read both of Mr. Chan’s books, Quantitative Trading: How to Build Your Own Algorithmic Trading Business and Algorithmic Trading: Winning Strategies and Their Rationale. I’d highly recommend reading them if you haven’t! They provided valuable insight into properly approaching backtesting and gave me countless new statistical arbitrage strategies to explore. I’m going to have a lot more time this quarter to work on projects for the blog so expect weekly posts!

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