The Challenge
You're a social media analyst tracking viral stock events. For each scenario, you'll read a stream of tweets, classify each as Bullish / Neutral / Bearish, then predict the stock's next-day price movement.
Scoring: +10 pts per correct sentiment call. Prediction scored on direction accuracy (40 pts) + magnitude closeness (up to 60 pts). 5 rounds of real-world-inspired scenarios.
Round: 1/5
Tweets: 0/8
Score: 0
Analysis Complete
Skills
Round Log
Key Takeaways
Sentiment is signal, not certainty. Overwhelmingly bullish tweets didn't always mean prices went up — external shocks like trading restrictions or regulatory action reversed momentum. Volume spikes and verified-source sentiment shifts were often better predictors than raw positivity counts.