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 optimize their workflows. By analyzing vast amounts of transactional data, miners can identify profitable mining approaches. This requires algorithms that can predict Bitcoin price fluct