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Bitcoin price volatility analysis and forecast for intraday trading. Stay ahead of the game with our expert insights
**Intraday Analysis and Forecast of Bitcoin Price Volatility**
**Abstract**
This study investigates the intraday volatility of Bitcoin prices using high-frequency trading data. We propose a novel forecasting model that combines machine learning algorithms with sentiment analysis from social media data. Our model leverages temporal and sentiment-based features to predict short-term price movements. Empirical results demonstrate the effectiveness of our proposed model in capturing the dynamic nature of Bitcoin price volatility, providing valuable insights for traders and market participants seeking to manage risk and optimize trading strategies.