The distributed nature of Bitcoin has spurred a growing interest in mining techniques. Big data analytics is emerging as a effective tool for Bitcoin miners to optimize their operations. By analyzing vast amounts of transactional data, miners can locate profitable mining approaches. This involves algorithms that can predict Bitcoin price fluctuatio