The decentralized nature of Bitcoin has spurred a increasing interest in mining techniques. Big data analytics is emerging as a powerful tool for Bitcoin miners to enhance their procedures. By analyzing vast amounts of transactional data, miners can identify profitable mining strategies. This demands techniques that can predict Bitcoin price fluctu