The decentralized nature of Bitcoin has spurred a booming interest in mining techniques. Big data analytics is emerging as a robust tool for Bitcoin miners to maximize their operations. By analyzing vast amounts of transactional data, miners can locate profitable mining strategies. This involves models that can predict Bitcoin price fluctuations, h