The peer-to-peer nature of Bitcoin has spurred a booming interest in mining techniques. Big data analytics is emerging as a effective tool for Bitcoin miners to maximize their workflows. By analyzing vast amounts of transactional data, miners can identify profitable mining strategies. This demands algorithms that can predict Bitcoin price fluctuati