Bitcoin Price Prediction Via Machine Learning

Abstract: This paper aims to predict the direction of Bitcoin price in USD using machine learning techniques and sentiment analysis. Social media platforms such as Twitter and Reddit have been explored as sources of public sentiment, and we have applied sentiment analysis to tweets and Reddit posts related to Bitcoin. Supervised machine learning principles have been used to develop a prediction model, and we have analyzed the correlation between Bitcoin price movements and sentiments in tweets...