Crypto currency price prediction using BitcoinLSTM model along with sentiment analysis

Crypto Currency (such as Bitcoin, LiteCoin, Ethereum) is a decentralized currency not attached to any governing body which functions on the Block-Chain technology.It has gained a lot of popularity and value in the past few years and has become a valuable asset to invest in.It is a highly volatile asset that is easily swayed by public opinion via tweets.We used a Database of influencers tweets in cryptocurrency (2021-2023) downloaded from Mendely data and analysed it.We also downloaded Bitcoin historical price data for the same date range and then we combined the sentiment data with price data to build our model for it which we later used for the prediction purposes.We achieved an MSE of 2.67 and R2 of 0.79.