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 operations. By interpreting vast amounts of transactional data, miners can locate profitable mining approaches. This demands algorithms that can predict Bitcoin price fluct