Bitcoin volatility in bull vs. bear market - insights from analyzing on-chain metrics and Twitter posts

On-Chain Metrics.xlsx contains a description of the on-chain metrics.<br> Merged_df.xlsx is the main data source containing the BTC prices, the on-chain metrics and the sentiment scores.<br> btc_twets_new.csv and training.1600000.processed.noemoticon.csv are the data sources for calculating the sentiment scores.<br> Sentiment_Analysis.py contains the code to calculate the sentiment scores. The scores are in Merged_df.xlsx<br> BTC_Prediction.py contains the implementation of the main approach described in the paper, especially in Fig. 11.