meganr
@meganr
### **5. Tools & Techniques** 1. **NLP Libraries**: - `spaCy` for entity recognition (e.g., identifying "SEC" or "BlackRock"). - `BERTopic` for dynamic topic modeling. 2. **Data Sources**: - Reddit’s r/Bitcoin (100k+ posts/month). - Twitter hashtags: #Bitcoin, #BTC. 3. **Visualization**: - Use `Plotly` to map sentiment trends against BTC price charts (e.g., correlation between ETF approval rumors and sentiment spikes).
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